From 76d968697a55c468f2d0de3052c1ead341ac14dc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Boris=20Cl=C3=A9net?= Date: Fri, 23 May 2025 17:02:36 +0200 Subject: [PATCH 01/20] First files for the NIDM results examples SPM default batch --- provenance_spm/README.md | 29 ++ provenance_spm/dataset_description.json | 18 ++ provenance_spm/prov/prov-spm_act.json | 360 ++++++++++++++++++++++++ provenance_spm/prov/prov-spm_ent.json | 0 provenance_spm/prov/prov-spm_env.json | 0 provenance_spm/prov/prov-spm_soft.json | 10 + 6 files changed, 417 insertions(+) create mode 100644 provenance_spm/README.md create mode 100644 provenance_spm/dataset_description.json create mode 100644 provenance_spm/prov/prov-spm_act.json create mode 100644 provenance_spm/prov/prov-spm_ent.json create mode 100644 provenance_spm/prov/prov-spm_env.json create mode 100644 provenance_spm/prov/prov-spm_soft.json diff --git a/provenance_spm/README.md b/provenance_spm/README.md new file mode 100644 index 000000000..62df4e90d --- /dev/null +++ b/provenance_spm/README.md @@ -0,0 +1,29 @@ +# BEP028 example dataset - Provenance records for SPM based fMRI statistical analysis + +This example aims at showing provenance records for a statistical analysis performed with [`SPM`](https://www.fil.ion.ucl.ac.uk/spm/). Provenance records were created manually ; they act as a guideline for further machine-generated records by `SPM`. + +This is a derivative dataset, based upon: +* OpenfMRI DS000011 classification learning and tone counting experiment (cf. https://openfmri.org/dataset/ds000011/) +* SPM single subject t-test results from subject 01 of DS000011, performed using the [SPM batch file](https://github.com/incf-nidash/nidmresults-examples/blob/master/spm_default/batch.m) from the [NIDM Results example `spm_default`](https://github.com/incf-nidash/nidmresults-examples/tree/master/spm_default) + +The directory tree is as follows: + +``` +prov/ +├── prov-spm_act.json +├── prov-spm_ent.json +├── prov-spm_env.json +└── prov-spm_soft.json +sub-01/ +└── ??? + ├── + └── +``` + +TODOs: +- [ ] finish changing ids from the original jsonld file (currently in prov-spm_act.json) +- [ ] split activities / entities / env / soft into separated files +- [ ] > how to represent temporary files in the dataset ? -> we don't store them +- [ ] > where to save final files in the dataset ? +- [ ] finish readme & check if missing metadata in the dataset_description +- [ ] use sidecar JSONs ? diff --git a/provenance_spm/dataset_description.json b/provenance_spm/dataset_description.json new file mode 100644 index 000000000..6f016b8a8 --- /dev/null +++ b/provenance_spm/dataset_description.json @@ -0,0 +1,18 @@ +{ + "Name": "Provenance records for SPM based fMRI statistical analysis", + "BIDSVersion": "1.10.0", + "DatasetType": "derivative", + "License": "CC0", + "Authors": [ + "Boris Clénet" + ], + "SourceDatasets": [ + { + "URL": "https://openfmri.org/dataset/ds000011/", + "Version": "2.0.1" + }, + { + "URL": "https://github.com/incf-nidash/nidmresults-examples/" + } + ] +} \ No newline at end of file diff --git a/provenance_spm/prov/prov-spm_act.json b/provenance_spm/prov/prov-spm_act.json new file mode 100644 index 000000000..4d6972ccc --- /dev/null +++ b/provenance_spm/prov/prov-spm_act.json @@ -0,0 +1,360 @@ +{ +"Software": [ + { + "Id": "bids::prov/#spm-fa0baf93", + "RRID": "RRID:SCR_007037", + "@type": "prov:SoftwareAgent", + "Label": "SPM", + "Version": "SPM12r7224" + } + ], + "Activities": [ + { + "Id": "bids::prov/#movefile-26803be5", + "Label": "Move file", + "Used": [ + "bids:ds011:sub-01/func/sub-01_task-tonecounting_bold.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.files = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/DATA/BIDS/ds011/sub-01/func/sub-01_task-tonecounting_bold.nii.gz'};\nmatlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/FUNCTIONAL'};", + "Parameters": { + "action.copyto": "{'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/FUNCTIONAL'}" + } + }, + { + "Id": "bids::prov/#movefile-bac3f385", + "Label": "Move file", + "Used": [ + "bids:ds011:sub-01/anat/sub-01_T1w.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.files = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/DATA/BIDS/ds011/sub-01/anat/sub-01_T1w.nii.gz'};\nmatlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/ANATOMICAL'};", + "Parameters": { + "action.copyto": "{'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/ANATOMICAL'}" + } + }, + { + "Id": "bids::prov/#gunzip-ca36a952", + "Label": "Gunzip", + "Used": [ + "urn:2eab2af1-766c-40ab-bc73-07fe63cd5afa" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{3}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files'));" + }, + { + "Id": "bids::prov/#gunzip-e9264918", + "Label": "Gunzip", + "Used": [ + "urn:4c2f5457-5e29-4350-a2e1-dac8ecfa35c9" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{4}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{2}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files'));" + }, + { + "Id": "bids::prov/#realign-acea8093", + "Label": "Realign", + "Used": [ + "urn:eea4fd33-05eb-45c5-b022-11c629c9ab6f" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{5}.spm.spatial.realign.estwrite.data{1}(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{3}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.quality = 0.9;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.sep = 4;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.fwhm = 5;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.rtm = 1;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.interp = 2;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.wrap = [0 0 0];\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.weight = '';\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.which = [0 1];\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.interp = 4;\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.wrap = [0 0 0];\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.mask = 1;\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.prefix = 'r';", + "Parameters": { + "eoptions.quality": "0.9", + "eoptions.sep": "4", + "eoptions.fwhm": "5", + "eoptions.rtm": "1", + "eoptions.interp": "2", + "eoptions.wrap": "[0, 0, 0]", + "eoptions.weight": "''", + "roptions.which": "[0, 1]", + "roptions.interp": "4", + "roptions.wrap": "[0, 0, 0]", + "roptions.mask": "1", + "roptions.prefix": "'r'" + } + }, + { + "Id": "bids::prov/#coregister-6d38be4a", + "Label": "Coregister", + "Used": [ + "urn:3dea5b32-a6d3-4561-93c2-9c2bd9440596", + "urn:f5ed89fb-1c45-403f-bc50-15b764964175" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{6}.spm.spatial.coreg.estimate.ref(1) = cfg_dep('Realign: Estimate & Reslice: Mean Image', substruct('.','val', '{}',{5}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','rmean'));\nmatlabbatch{6}.spm.spatial.coreg.estimate.source(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{6}.spm.spatial.coreg.estimate.other = {''};\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.cost_fun = 'nmi';\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.sep = [4 2];\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.tol = [0.02 0.02 0.02 0.001 0.001 0.001 0.01 0.01 0.01 0.001 0.001 0.001];\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.fwhm = [7 7];", + "Parameters": { + "other": "{''}", + "eoptions.cost_fun": "'nmi'", + "eoptions.sep": "[4, 2]", + "eoptions.tol": "[0.02, 0.02, 0.02, 0.001, 0.001, 0.001, 0.01, 0.01, 0.01, 0.001, 0.001, 0.001]", + "eoptions.fwhm": "[7, 7]" + } + }, + { + "Id": "bids::prov/#segment-7d5d4ac5", + "Label": "Segment", + "Used": [ + "urn:f5ed89fb-1c45-403f-bc50-15b764964175" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{7}.spm.spatial.preproc.channel.vols(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{7}.spm.spatial.preproc.channel.biasreg = 0.001;\nmatlabbatch{7}.spm.spatial.preproc.channel.biasfwhm = 60;\nmatlabbatch{7}.spm.spatial.preproc.channel.write = [0 1];\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,1'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).ngaus = 1;\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,2'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).ngaus = 1;\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,3'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).ngaus = 2;\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,4'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).ngaus = 3;\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,5'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).ngaus = 4;\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).tpm = {'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,6'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).ngaus = 2;\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).native = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.warp.mrf = 1;\nmatlabbatch{7}.spm.spatial.preproc.warp.cleanup = 1;\nmatlabbatch{7}.spm.spatial.preproc.warp.reg = [0 0.001 0.5 0.05 0.2];\nmatlabbatch{7}.spm.spatial.preproc.warp.affreg = 'mni';\nmatlabbatch{7}.spm.spatial.preproc.warp.fwhm = 0;\nmatlabbatch{7}.spm.spatial.preproc.warp.samp = 3;\nmatlabbatch{7}.spm.spatial.preproc.warp.write = [0 1];", + "Parameters": { + "channel.biasreg": "0.001", + "channel.biasfwhm": "60", + "channel.write": "[0, 1]", + "tissue(1).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,1'}", + "tissue(1).ngaus": "1", + "tissue(1).native": "[1, 0]", + "tissue(1).warped": "[0, 0]", + "tissue(2).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,2'}", + "tissue(2).ngaus": "1", + "tissue(2).native": "[1, 0]", + "tissue(2).warped": "[0, 0]", + "tissue(3).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,3'}", + "tissue(3).ngaus": "2", + "tissue(3).native": "[1, 0]", + "tissue(3).warped": "[0, 0]", + "tissue(4).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,4'}", + "tissue(4).ngaus": "3", + "tissue(4).native": "[1, 0]", + "tissue(4).warped": "[0, 0]", + "tissue(5).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,5'}", + "tissue(5).ngaus": "4", + "tissue(5).native": "[1, 0]", + "tissue(5).warped": "[0, 0]", + "tissue(6).tpm": "{'/storage/essicd/data/NIDM-Ex/spm12_update/tpm/TPM.nii,6'}", + "tissue(6).ngaus": "2", + "tissue(6).native": "[0, 0]", + "tissue(6).warped": "[0, 0]", + "warp.mrf": "1", + "warp.cleanup": "1", + "warp.reg": "[0, 0.001, 0.5, 0.05, 0.2]", + "warp.affreg": "'mni'", + "warp.fwhm": "0", + "warp.samp": "3", + "warp.write": "[0, 1]" + } + }, + { + "Id": "bids::prov/#normalize-58f60575", + "Label": "Normalize", + "Used": [ + "urn:3dea5b32-a6d3-4561-93c2-9c2bd9440596", + "urn:c942e5a2-3cba-4471-9a8d-83cfb7806b93" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{8}.spm.spatial.normalise.write.subj.def(1) = cfg_dep('Segment: Forward Deformations', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','fordef', '()',{':'}));\nmatlabbatch{8}.spm.spatial.normalise.write.subj.resample(1) = cfg_dep('Realign: Estimate & Reslice: Realigned Images (Sess 1)', substruct('.','val', '{}',{5}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','sess', '()',{1}, '.','cfiles'));\nmatlabbatch{8}.spm.spatial.normalise.write.woptions.bb = [-78 -112 -70 78 76 85];\nmatlabbatch{8}.spm.spatial.normalise.write.woptions.vox = [2 2 2];\nmatlabbatch{8}.spm.spatial.normalise.write.woptions.interp = 4;\nmatlabbatch{8}.spm.spatial.normalise.write.woptions.prefix = 'w';", + "Parameters": { + "woptions.bb": "[-78, -112, -70, 78, 76, 85]", + "woptions.vox": "[2, 2, 2]", + "woptions.interp": "4", + "woptions.prefix": "'w'" + } + }, + { + "Id": "bids::prov/#normalize-7a89965b", + "Label": "Normalize", + "Used": [ + "urn:c942e5a2-3cba-4471-9a8d-83cfb7806b93" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{9}.spm.spatial.normalise.write.subj.def(1) = cfg_dep('Segment: Forward Deformations', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','fordef', '()',{':'}));\nmatlabbatch{9}.spm.spatial.normalise.write.subj.resample(1) = cfg_dep('Segment: Bias Corrected (1)', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','channel', '()',{1}, '.','biascorr', '()',{':'}));\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.bb = [-78 -112 -70 78 76 85];\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.vox = [2 2 2];\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.interp = 4;\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.prefix = 'w';", + "Parameters": { + "woptions.bb": "[-78, -112, -70, 78, 76, 85]", + "woptions.vox": "[2, 2, 2]", + "woptions.interp": "4", + "woptions.prefix": "'w'" + } + }, + { + "Id": "bids::prov/#smooth-36370afe", + "Label": "Smooth", + "Used": [ + "urn:fb54cd87-4126-4543-872f-309d9543ac84" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{10}.spm.spatial.smooth.data(1) = cfg_dep('Normalise: Write: Normalised Images (Subj 1)', substruct('.','val', '{}',{8}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{1}, '.','files'));\nmatlabbatch{10}.spm.spatial.smooth.fwhm = [6 6 6];\nmatlabbatch{10}.spm.spatial.smooth.dtype = 0;\nmatlabbatch{10}.spm.spatial.smooth.im = 0;\nmatlabbatch{10}.spm.spatial.smooth.prefix = 's';", + "Parameters": { + "fwhm": "[6, 6, 6]", + "dtype": "0", + "im": "0", + "prefix": "'s'" + } + }, + { + "Id": "bids::prov/#statdesign-3bbe797b", + "Label": "Stat Design", + "Used": [ + "urn:0ff95592-e05d-4465-84d2-4755ce6e3121", + "urn:c0f665e7-d7b3-4212-9491-a22e6c058bb0" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{11}.spm.stats.fmri_spec.dir = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/TEST/nidmresults-examples/spm_voxelwise_p0001'};\nmatlabbatch{11}.spm.stats.fmri_spec.timing.units = 'secs';\nmatlabbatch{11}.spm.stats.fmri_spec.timing.RT = 2;\nmatlabbatch{11}.spm.stats.fmri_spec.timing.fmri_t = 16;\nmatlabbatch{11}.spm.stats.fmri_spec.timing.fmri_t0 = 8;\nmatlabbatch{11}.spm.stats.fmri_spec.sess.scans(1) = cfg_dep('Smooth: Smoothed Images', substruct('.','val', '{}',{10}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files'));\nmatlabbatch{11}.spm.stats.fmri_spec.sess.cond = struct('name', {}, 'onset', {}, 'duration', {}, 'tmod', {}, 'pmod', {}, 'orth', {});\nmatlabbatch{11}.spm.stats.fmri_spec.sess.multi = {'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/ONSETS/sub-01-MultiCond.mat'};\nmatlabbatch{11}.spm.stats.fmri_spec.sess.regress = struct('name', {}, 'val', {});\nmatlabbatch{11}.spm.stats.fmri_spec.sess.multi_reg = {''};\nmatlabbatch{11}.spm.stats.fmri_spec.sess.hpf = 128;\nmatlabbatch{11}.spm.stats.fmri_spec.fact = struct('name', {}, 'levels', {});\nmatlabbatch{11}.spm.stats.fmri_spec.bases.hrf.derivs = [0 0];\nmatlabbatch{11}.spm.stats.fmri_spec.volt = 1;\nmatlabbatch{11}.spm.stats.fmri_spec.global = 'None';\nmatlabbatch{11}.spm.stats.fmri_spec.mthresh = 0.8;\nmatlabbatch{11}.spm.stats.fmri_spec.mask = {''};\nmatlabbatch{11}.spm.stats.fmri_spec.cvi = 'AR(1)';", + "Parameters": { + "dir": "{'/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/TEST/nidmresults-examples/spm_voxelwise_p0001'}", + "timing.units": "'secs'", + "timing.RT": "2", + "timing.fmri_t": "16", + "timing.fmri_t0": "8", + "sess.cond": "struct('name', {}, 'onset', {}, 'duration', {}, 'tmod', {}, 'pmod', {}, 'orth', {})", + "sess.regress": "struct('name', {}, 'val', {})", + "sess.multi_reg": "{''}", + "sess.hpf": "128", + "fact": "struct('name', {}, 'levels', {})", + "bases.hrf.derivs": "[0, 0]", + "volt": "1", + "global": "'None'", + "mthresh": "0.8", + "mask": "{''}", + "cvi": "'AR(1)'" + } + }, + { + "Id": "bids::prov/#estimatestat-5a696f13", + "Label": "Estimate stat.", + "Used": [ + "urn:8c8d4609-f20f-49da-ac41-b1fdfab6067c" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{12}.spm.stats.fmri_est.spmmat(1) = cfg_dep('fMRI model specification: SPM.mat File', substruct('.','val', '{}',{11}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','spmmat'));\nmatlabbatch{12}.spm.stats.fmri_est.write_residuals = 0;\nmatlabbatch{12}.spm.stats.fmri_est.method.Classical = 1;", + "Parameters": { + "write_residuals": "0", + "method.Classical": "1" + } + }, + { + "Id": "bids::prov/#estimatecontrast-4e7bf1b6", + "Label": "Estimate contrast", + "Used": [ + "urn:af9b0233-5698-428b-ae17-9346c8c597a3" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{13}.spm.stats.con.spmmat(1) = cfg_dep('Model estimation: SPM.mat File', substruct('.','val', '{}',{12}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','spmmat'));\nmatlabbatch{13}.spm.stats.con.consess{1}.tcon.name = 'tone counting vs baseline';\nmatlabbatch{13}.spm.stats.con.consess{1}.tcon.weights = [1 0];\nmatlabbatch{13}.spm.stats.con.consess{1}.tcon.sessrep = 'none';\nmatlabbatch{13}.spm.stats.con.delete = 0;", + "Parameters": { + "consess{1}.tcon.name": "'tone counting vs baseline'", + "consess{1}.tcon.weights": "[1, 0]", + "consess{1}.tcon.sessrep": "'none'", + "delete": "0" + } + }, + { + "Id": "bids::prov/#threshold-4c2044b2", + "Label": "Threshold", + "Used": [ + "urn:223988f1-fdfc-4dfa-b192-f52e6e3df12f" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{14}.spm.stats.results.spmmat(1) = cfg_dep('Contrast Manager: SPM.mat File', substruct('.','val', '{}',{13}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','spmmat'));\nmatlabbatch{14}.spm.stats.results.conspec.titlestr = '';\nmatlabbatch{14}.spm.stats.results.conspec.contrasts = Inf;\nmatlabbatch{14}.spm.stats.results.conspec.threshdesc = 'none';\nmatlabbatch{14}.spm.stats.results.conspec.thresh = 0.001;\nmatlabbatch{14}.spm.stats.results.conspec.extent = 0;\nmatlabbatch{14}.spm.stats.results.conspec.conjunction = 1;\nmatlabbatch{14}.spm.stats.results.conspec.mask.none = 1;\nmatlabbatch{14}.spm.stats.results.units = 1;\nmatlabbatch{14}.spm.stats.results.print = 'pdf';\nmatlabbatch{14}.spm.stats.results.write.tspm.basename = 'thresh';", + "Parameters": { + "conspec.titlestr": "''", + "conspec.contrasts": "Inf", + "conspec.threshdesc": "'none'", + "conspec.thresh": "0.001", + "conspec.extent": "0", + "conspec.conjunction": "1", + "conspec.mask.none": "1", + "units": "1", + "print": "'pdf'", + "write.tspm.basename": "'thresh'" + } + } + ], + "Entities": [ + { + "Id": "bids:ds011:sub-01/func/sub-01_task-tonecounting_bold.nii.gz", + "Label": "func_sub-01_task-tonecounting_bold.nii.gz", + "AtLocation": "/storage/essicd/data/NIDM-Ex/BIDS_Data/DATA/BIDS/ds011/sub-01/func/sub-01_task-tonecounting_bold.nii.gz", + "digest": { + "sha256": "52cc2a3822512db5be3accc8263f2ac1338f32fad8af63cc81fb5af2f335c509" + } + }, + { + "Id": "bids:ds011:sub-01/anat/sub-01_T1w.nii.gz", + "Label": "anat_sub-01_T1w.nii.gz", + "AtLocation": "/storage/essicd/data/NIDM-Ex/BIDS_Data/DATA/BIDS/ds011/sub-01/anat/sub-01_T1w.nii.gz", + "digest": { + "sha256": "3d9457fa7712b355d6569522ca80a6dfd70a40b82e6aa0a9364513cf04916dbb" + } + }, + { + "Id": "urn:2eab2af1-766c-40ab-bc73-07fe63cd5afa", + "Label": "func_sub-01_task-tonecounting_bold.nii.gz", + "GeneratedBy": "bids::prov/#movefile-26803be5" + }, + { + "Id": "urn:4c2f5457-5e29-4350-a2e1-dac8ecfa35c9", + "Label": "anat_sub-01_T1w.nii.gz", + "GeneratedBy": "bids::prov/#movefile-bac3f385" + }, + { + "Id": "urn:eea4fd33-05eb-45c5-b022-11c629c9ab6f", + "Label": "func_sub-01_task-tonecounting_bold.nii", + "GeneratedBy": "bids::prov/#gunzip-ca36a952" + }, + { + "Id": "urn:3dea5b32-a6d3-4561-93c2-9c2bd9440596", + "Label": "meanfunc_sub-01_task-tonecounting_bold.nii", + "GeneratedBy": "bids::prov/#realign-acea8093" + }, + { + "Id": "urn:f5ed89fb-1c45-403f-bc50-15b764964175", + "Label": "anat_sub-01_T1w.nii", + "GeneratedBy": "bids::prov/#gunzip-e9264918" + }, + { + "Id": "urn:c942e5a2-3cba-4471-9a8d-83cfb7806b93", + "Label": "segment1", + "Atlocation": "c1xxx.nii.gz", + "GeneratedBy": "bids::prov/#segment-7d5d4ac5", + "AtLocation": "c1anat_sub-01_T1w.nii", + "digest": { + "sha256": "61ca923955d0a5c9088df9e258f41644067ec964e1c9a83284ba03b0515079b0" + } + }, + { + "Id": "urn:c1ce2e28-1499-4c87-8b18-6aa1b859c620", + "Label": "segment2", + "Atlocation": "c2xxx.nii.gz", + "GeneratedBy": "bids::prov/#segment-7d5d4ac5", + "AtLocation": "c2anat_sub-01_T1w.nii", + "digest": { + "sha256": "10ad88ebeebebd0bd03ccbdd4df92d500d28d14715fa5375fd35589caddf49a6" + } + }, + { + "Id": "urn:fb54cd87-4126-4543-872f-309d9543ac84", + "Label": "wmeanfunc_sub-01_task-tonecounting_bold.nii", + "GeneratedBy": "bids::prov/#normalize-58f60575" + }, + { + "Id": "urn:c0f665e7-d7b3-4212-9491-a22e6c058bb0", + "Label": "ONSETS_sub-01-MultiCond.mat", + "AtLocation": "/storage/essicd/data/NIDM-Ex/BIDS_Data/RESULTS/EXAMPLES/ds011/SPM/PREPROCESSING/ONSETS/sub-01-MultiCond.mat", + "digest": { + "sha256": "be4671d4f9dc480dd3e5be19aeeab2756f7afdc3b32d81e071685d7a4eafcfed" + } + }, + { + "Id": "urn:0ff95592-e05d-4465-84d2-4755ce6e3121", + "Label": "swmeanfunc_sub-01_task-tonecounting_bold.nii", + "GeneratedBy": "bids::prov/#smooth-36370afe" + }, + { + "Id": "urn:8c8d4609-f20f-49da-ac41-b1fdfab6067c", + "Label": "SPM.mat", + "GeneratedBy": "bids::prov/#statdesign-3bbe797b" + }, + { + "Id": "urn:af9b0233-5698-428b-ae17-9346c8c597a3", + "Label": "SPM.mat", + "GeneratedBy": "bids::prov/#estimatestat-5a696f13" + }, + { + "Id": "urn:223988f1-fdfc-4dfa-b192-f52e6e3df12f", + "Label": "SPM.mat", + "GeneratedBy": "bids::prov/#estimatecontrast-4e7bf1b6" + } + ] + } +} \ No newline at end of file diff --git a/provenance_spm/prov/prov-spm_ent.json b/provenance_spm/prov/prov-spm_ent.json new file mode 100644 index 000000000..e69de29bb diff --git a/provenance_spm/prov/prov-spm_env.json b/provenance_spm/prov/prov-spm_env.json new file mode 100644 index 000000000..e69de29bb diff --git a/provenance_spm/prov/prov-spm_soft.json b/provenance_spm/prov/prov-spm_soft.json new file mode 100644 index 000000000..aa58c124e --- /dev/null +++ b/provenance_spm/prov/prov-spm_soft.json @@ -0,0 +1,10 @@ +{ + "Software": [ + { + "Id": "urn:73c58698-91b1-4c9c-acbe-4e8dfa0baf93", + "RRID": "RRID:SCR_007037", + "Label": "SPM", + "Version": "SPM12r7224" + } + ] +} \ No newline at end of file From 1507582dc4ba93613a88e093d8baa51b8c9281fd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Boris=20Cl=C3=A9net?= Date: Fri, 23 May 2025 17:06:24 +0200 Subject: [PATCH 02/20] First files for the NIDM results examples SPM default batch --- provenance_spm/README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/provenance_spm/README.md b/provenance_spm/README.md index 62df4e90d..e94a1dae7 100644 --- a/provenance_spm/README.md +++ b/provenance_spm/README.md @@ -27,3 +27,6 @@ TODOs: - [ ] > where to save final files in the dataset ? - [ ] finish readme & check if missing metadata in the dataset_description - [ ] use sidecar JSONs ? +- [ ] add example in the list > must anat, func, T1w and bold be mentioned ? Where to say that it is a derivative dataset ? + +provenance_spm_default Provenance records for a statistical analysis performed with [`SPM`](https://www.fil.ion.ucl.ac.uk/spm/). This example is buid upon [ds000011](cf. https://openfmri.org/dataset/ds000011/) data and the [NIDM Results example `spm_default`](https://github.com/incf-nidash/nidmresults-examples/tree/master/spm_default) code. [@bclenet](https://github.com/bclenet) anat, func T1w(?), bold(?), act, ent, env, soft \ No newline at end of file From c95c1206f96f7c3065856ce78fa9ab8009ff020d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Boris=20Cl=C3=A9net?= Date: Wed, 28 May 2025 15:11:12 +0200 Subject: [PATCH 03/20] Adding provenance records for the example --- provenance_spm/code/merge_prov.py | 53 +++ provenance_spm/code/spm_preprocessing.m | 80 ++++ provenance_spm/dataset_description.json | 2 +- provenance_spm/prov/prov-spm.jsonld | 300 +++++++++++++++ provenance_spm/prov/prov-spm.png | Bin 0 -> 378766 bytes provenance_spm/prov/prov-spm_act.json | 474 ++++++------------------ provenance_spm/prov/prov-spm_ent.json | 172 +++++++++ provenance_spm/prov/prov-spm_env.json | 0 provenance_spm/prov/prov-spm_soft.json | 2 +- 9 files changed, 723 insertions(+), 360 deletions(-) create mode 100644 provenance_spm/code/merge_prov.py create mode 100644 provenance_spm/code/spm_preprocessing.m create mode 100644 provenance_spm/prov/prov-spm.jsonld create mode 100644 provenance_spm/prov/prov-spm.png delete mode 100644 provenance_spm/prov/prov-spm_env.json diff --git a/provenance_spm/code/merge_prov.py b/provenance_spm/code/merge_prov.py new file mode 100644 index 000000000..15eaa5d59 --- /dev/null +++ b/provenance_spm/code/merge_prov.py @@ -0,0 +1,53 @@ +#!/usr/bin/python +# coding: utf-8 + +""" Merge available prov JSON files into one RDF graph """ + +import json +from pathlib import Path + +# List of available prov files +prov_soft_files = [ + 'prov/prov-spm_soft.json' +] +prov_act_files = [ + 'prov/prov-spm_act.json' +] +prov_ent_files = [ + 'prov/prov-spm_ent.json' +] + +# Base jsonld +base_provenance = { + "Records": { + "Software": [], + "Activities": [], + "Entities": [] + } +} + +# Add context and version (in this example, we suppose that context and version are known by BIDS) +base_provenance["BIDSProvVersion"] = "0.0.1" +base_provenance["@context"] = "https://purl.org/nidash/bidsprov/context.json" + +# Parse Software +for prov_file in prov_soft_files: + with open(prov_file, encoding = 'utf-8') as file: + data = json.load(file) + base_provenance['Records']['Software'] += data['Software'] + +# Parse Entities +for prov_file in prov_ent_files: + with open(prov_file, encoding = 'utf-8') as file: + data = json.load(file) + base_provenance['Records']['Entities'] += data['Entities'] + +# Parse Activities +for prov_file in prov_act_files: + with open(prov_file, encoding = 'utf-8') as file: + data = json.load(file) + base_provenance['Records']['Activities'] += data['Activities'] + +# Write jsonld +with open('prov/prov-spm.jsonld', 'w', encoding = 'utf-8') as file: + file.write(json.dumps(base_provenance, indent = 2)) diff --git a/provenance_spm/code/spm_preprocessing.m b/provenance_spm/code/spm_preprocessing.m new file mode 100644 index 000000000..d5c558a0f --- /dev/null +++ b/provenance_spm/code/spm_preprocessing.m @@ -0,0 +1,80 @@ +%----------------------------------------------------------------------- +% Job saved on 15-Mar-2016 14:20:25 by cfg_util (rev $Rev: 6460 $) +% spm SPM - SPM12 (12.1) +% cfg_basicio BasicIO - Unknown +%----------------------------------------------------------------------- +matlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.files = {'data/sub-01/func/sub-01_task-tonecounting_bold.nii.gz'}; +matlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'SPM/PREPROCESSING/FUNCTIONAL'}; +matlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.files = {'data/sub-01/anat/sub-01_T1w.nii.gz'}; +matlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'SPM/PREPROCESSING/ANATOMICAL'}; +matlabbatch{3}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files')); +matlabbatch{4}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{2}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files')); +matlabbatch{5}.spm.spatial.realign.estwrite.data{1}(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{3}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'})); +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.quality = 0.9; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.sep = 4; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.fwhm = 5; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.rtm = 1; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.interp = 2; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.wrap = [0 0 0]; +matlabbatch{5}.spm.spatial.realign.estwrite.eoptions.weight = ''; +matlabbatch{5}.spm.spatial.realign.estwrite.roptions.which = [0 1]; +matlabbatch{5}.spm.spatial.realign.estwrite.roptions.interp = 4; +matlabbatch{5}.spm.spatial.realign.estwrite.roptions.wrap = [0 0 0]; +matlabbatch{5}.spm.spatial.realign.estwrite.roptions.mask = 1; +matlabbatch{5}.spm.spatial.realign.estwrite.roptions.prefix = 'r'; +matlabbatch{6}.spm.spatial.coreg.estimate.ref(1) = cfg_dep('Realign: Estimate & Reslice: Mean Image', substruct('.','val', '{}',{5}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','rmean')); +matlabbatch{6}.spm.spatial.coreg.estimate.source(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'})); +matlabbatch{6}.spm.spatial.coreg.estimate.other = {''}; +matlabbatch{6}.spm.spatial.coreg.estimate.eoptions.cost_fun = 'nmi'; +matlabbatch{6}.spm.spatial.coreg.estimate.eoptions.sep = [4 2]; +matlabbatch{6}.spm.spatial.coreg.estimate.eoptions.tol = [0.02 0.02 0.02 0.001 0.001 0.001 0.01 0.01 0.01 0.001 0.001 0.001]; +matlabbatch{6}.spm.spatial.coreg.estimate.eoptions.fwhm = [7 7]; +matlabbatch{7}.spm.spatial.preproc.channel.vols(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'})); +matlabbatch{7}.spm.spatial.preproc.channel.biasreg = 0.001; +matlabbatch{7}.spm.spatial.preproc.channel.biasfwhm = 60; +matlabbatch{7}.spm.spatial.preproc.channel.write = [0 1]; +matlabbatch{7}.spm.spatial.preproc.tissue(1).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,1'}; +matlabbatch{7}.spm.spatial.preproc.tissue(1).ngaus = 1; +matlabbatch{7}.spm.spatial.preproc.tissue(1).native = [1 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(1).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(2).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,2'}; +matlabbatch{7}.spm.spatial.preproc.tissue(2).ngaus = 1; +matlabbatch{7}.spm.spatial.preproc.tissue(2).native = [1 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(2).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(3).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,3'}; +matlabbatch{7}.spm.spatial.preproc.tissue(3).ngaus = 2; +matlabbatch{7}.spm.spatial.preproc.tissue(3).native = [1 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(3).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(4).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,4'}; +matlabbatch{7}.spm.spatial.preproc.tissue(4).ngaus = 3; +matlabbatch{7}.spm.spatial.preproc.tissue(4).native = [1 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(4).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(5).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,5'}; +matlabbatch{7}.spm.spatial.preproc.tissue(5).ngaus = 4; +matlabbatch{7}.spm.spatial.preproc.tissue(5).native = [1 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(5).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(6).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,6'}; +matlabbatch{7}.spm.spatial.preproc.tissue(6).ngaus = 2; +matlabbatch{7}.spm.spatial.preproc.tissue(6).native = [0 0]; +matlabbatch{7}.spm.spatial.preproc.tissue(6).warped = [0 0]; +matlabbatch{7}.spm.spatial.preproc.warp.mrf = 1; +matlabbatch{7}.spm.spatial.preproc.warp.cleanup = 1; +matlabbatch{7}.spm.spatial.preproc.warp.reg = [0 0.001 0.5 0.05 0.2]; +matlabbatch{7}.spm.spatial.preproc.warp.affreg = 'mni'; +matlabbatch{7}.spm.spatial.preproc.warp.fwhm = 0; +matlabbatch{7}.spm.spatial.preproc.warp.samp = 3; +matlabbatch{7}.spm.spatial.preproc.warp.write = [0 1]; +matlabbatch{8}.spm.spatial.normalise.write.subj.def(1) = cfg_dep('Segment: Forward Deformations', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','fordef', '()',{':'})); +matlabbatch{8}.spm.spatial.normalise.write.subj.resample(1) = cfg_dep('Realign: Estimate & Reslice: Realigned Images (Sess 1)', substruct('.','val', '{}',{5}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','sess', '()',{1}, '.','cfiles')); +matlabbatch{8}.spm.spatial.normalise.write.woptions.bb = [-78 -112 -70 + 78 76 85]; +matlabbatch{8}.spm.spatial.normalise.write.woptions.vox = [2 2 2]; +matlabbatch{8}.spm.spatial.normalise.write.woptions.interp = 4; +matlabbatch{8}.spm.spatial.normalise.write.woptions.prefix = 'w'; +matlabbatch{9}.spm.spatial.normalise.write.subj.def(1) = cfg_dep('Segment: Forward Deformations', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','fordef', '()',{':'})); +matlabbatch{9}.spm.spatial.normalise.write.subj.resample(1) = cfg_dep('Segment: Bias Corrected (1)', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','channel', '()',{1}, '.','biascorr', '()',{':'})); +matlabbatch{9}.spm.spatial.normalise.write.woptions.bb = [-78 -112 -70 + 78 76 85]; +matlabbatch{9}.spm.spatial.normalise.write.woptions.vox = [2 2 2]; +matlabbatch{9}.spm.spatial.normalise.write.woptions.interp = 4; +matlabbatch{9}.spm.spatial.normalise.write.woptions.prefix = 'w'; \ No newline at end of file diff --git a/provenance_spm/dataset_description.json b/provenance_spm/dataset_description.json index 6f016b8a8..0465aab99 100644 --- a/provenance_spm/dataset_description.json +++ b/provenance_spm/dataset_description.json @@ -1,5 +1,5 @@ { - "Name": "Provenance records for SPM based fMRI statistical analysis", + "Name": "Provenance records for SPM-based fMRI statistical analysis", "BIDSVersion": "1.10.0", "DatasetType": "derivative", "License": "CC0", diff --git a/provenance_spm/prov/prov-spm.jsonld b/provenance_spm/prov/prov-spm.jsonld new file mode 100644 index 000000000..048b626ff --- /dev/null +++ b/provenance_spm/prov/prov-spm.jsonld @@ -0,0 +1,300 @@ +{ + "Records": { + "Software": [ + { + "Id": "bids::prov/#spm-fa0baf93", + "RRID": "RRID:SCR_007037", + "Label": "SPM", + "Version": "SPM12r7224" + } + ], + "Activities": [ + { + "Id": "bids::prov/#movefile-26803be5", + "Label": "Move file", + "Used": [ + "bids:ds011:sub-01/func/sub-01_task-tonecounting_bold.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.files = {'data/sub-01/func/sub-01_task-tonecounting_bold.nii.gz'};\nmatlabbatch{1}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'SPM/PREPROCESSING/FUNCTIONAL'};", + "StartedAtTime": "2025-05-28T14:48:00", + "EndedAtTime": "2025-05-28T14:48:01" + }, + { + "Id": "bids::prov/#movefile-bac3f385", + "Label": "Move file", + "Used": [ + "bids:ds011:sub-01/anat/sub-01_T1w.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.files = {'data/sub-01/anat/sub-01_T1w.nii.gz'};\nmatlabbatch{2}.cfg_basicio.file_dir.file_ops.file_move.action.copyto = {'SPM/PREPROCESSING/ANATOMICAL'};", + "StartedAtTime": "2025-05-28T14:48:00", + "EndedAtTime": "2025-05-28T14:48:01" + }, + { + "Id": "bids::prov/#gunzip-ca36a952", + "Label": "Gunzip", + "Used": [ + "bids::SPM/PREPROCESSING/FUNCTIONAL/sub-01_task-tonecounting_bold.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{3}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files'));", + "StartedAtTime": "2025-05-28T14:48:01", + "EndedAtTime": "2025-05-28T14:48:02" + }, + { + "Id": "bids::prov/#gunzip-e9264918", + "Label": "Gunzip", + "Used": [ + "bids::SPM/PREPROCESSING/ANATOMICAL/sub-01_T1w.nii.gz" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{4}.cfg_basicio.file_dir.file_ops.cfg_gunzip_files.files(1) = cfg_dep('Move/Delete Files: Moved/Copied Files', substruct('.','val', '{}',{2}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','files'));", + "StartedAtTime": "2025-05-28T14:48:01", + "EndedAtTime": "2025-05-28T14:48:02" + }, + { + "Id": "bids::prov/#realign-acea8093", + "Label": "Realign", + "Used": [ + "bids::SPM/PREPROCESSING/FUNCTIONAL/sub-01_task-tonecounting_bold.nii" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{5}.spm.spatial.realign.estwrite.data{1}(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{3}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.quality = 0.9;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.sep = 4;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.fwhm = 5;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.rtm = 1;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.interp = 2;\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.wrap = [0 0 0];\nmatlabbatch{5}.spm.spatial.realign.estwrite.eoptions.weight = '';\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.which = [0 1];\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.interp = 4;\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.wrap = [0 0 0];\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.mask = 1;\nmatlabbatch{5}.spm.spatial.realign.estwrite.roptions.prefix = 'r';", + "StartedAtTime": "2025-05-28T14:48:03", + "EndedAtTime": "2025-05-28T14:48:12" + }, + { + "Id": "bids::prov/#coregister-6d38be4a", + "Label": "Coregister", + "Used": [ + "bids::SPM/PREPROCESSING/FUNCTIONAL/meansub-01_task-tonecounting_bold.nii", + "bids::SPM/PREPROCESSING/ANATOMICAL/sub-01_T1w.nii" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{6}.spm.spatial.coreg.estimate.ref(1) = cfg_dep('Realign: Estimate & Reslice: Mean Image', substruct('.','val', '{}',{5}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','rmean'));\nmatlabbatch{6}.spm.spatial.coreg.estimate.source(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{6}.spm.spatial.coreg.estimate.other = {''};\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.cost_fun = 'nmi';\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.sep = [4 2];\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.tol = [0.02 0.02 0.02 0.001 0.001 0.001 0.01 0.01 0.01 0.001 0.001 0.001];\nmatlabbatch{6}.spm.spatial.coreg.estimate.eoptions.fwhm = [7 7];", + "StartedAtTime": "2025-05-28T14:48:12", + "EndedAtTime": "2025-05-28T14:48:17" + }, + { + "Id": "bids::prov/#segment-7d5d4ac5", + "Label": "Segment", + "Used": [ + "urn:f52e6e3df12f-fdfc-4dfa-b192-223988f1", + "bids::SPM/PREPROCESSING/ANATOMICAL/sub-01_T1w.nii" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{7}.spm.spatial.preproc.channel.vols(1) = cfg_dep('GunZip Files: GunZipped Files', substruct('.','val', '{}',{4}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{':'}));\nmatlabbatch{7}.spm.spatial.preproc.channel.biasreg = 0.001;\nmatlabbatch{7}.spm.spatial.preproc.channel.biasfwhm = 60;\nmatlabbatch{7}.spm.spatial.preproc.channel.write = [0 1];\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,1'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).ngaus = 1;\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(1).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,2'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).ngaus = 1;\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(2).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,3'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).ngaus = 2;\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(3).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,4'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).ngaus = 3;\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(4).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,5'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).ngaus = 4;\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).native = [1 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(5).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).tpm = {'/opt/spm12-r7219/spm12_mcr/spm12/tpm/TPM.nii,6'};\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).ngaus = 2;\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).native = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.tissue(6).warped = [0 0];\nmatlabbatch{7}.spm.spatial.preproc.warp.mrf = 1;\nmatlabbatch{7}.spm.spatial.preproc.warp.cleanup = 1;\nmatlabbatch{7}.spm.spatial.preproc.warp.reg = [0 0.001 0.5 0.05 0.2];\nmatlabbatch{7}.spm.spatial.preproc.warp.affreg = 'mni';\nmatlabbatch{7}.spm.spatial.preproc.warp.fwhm = 0;\nmatlabbatch{7}.spm.spatial.preproc.warp.samp = 3;\nmatlabbatch{7}.spm.spatial.preproc.warp.write = [0 1];", + "StartedAtTime": "2025-05-28T14:48:17", + "EndedAtTime": "2025-05-28T14:50:10" + }, + { + "Id": "bids::prov/#normalize-58f60575", + "Label": "Normalize", + "Used": [ + "bids::SPM/PREPROCESSING/ANATOMICAL/y_sub-01_T1w.nii", + "urn:unknown-001" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{8}.spm.spatial.normalise.write.subj.def(1) = 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"AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{9}.spm.spatial.normalise.write.subj.def(1) = cfg_dep('Segment: Forward Deformations', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','fordef', '()',{':'}));\nmatlabbatch{9}.spm.spatial.normalise.write.subj.resample(1) = cfg_dep('Segment: Bias Corrected (1)', substruct('.','val', '{}',{7}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('.','channel', '()',{1}, '.','biascorr', '()',{':'}));\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.bb = [-78 -112 -70 78 76 85];\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.vox = [2 2 2];\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.interp = 4;\nmatlabbatch{9}.spm.spatial.normalise.write.woptions.prefix = 'w';", + "StartedAtTime": "2025-05-28T14:50:10", + "EndedAtTime": "2025-05-28T14:50:11" + }, + { + "Id": "bids::prov/#smooth-36370afe", + "Label": "Smooth", + "Used": [ + "bids::SPM/PREPROCESSING/FUNCTIONAL/wsub-01_task-tonecounting_bold.nii" + ], + "AssociatedWith": "bids::prov/#spm-fa0baf93", + "Command": "matlabbatch{10}.spm.spatial.smooth.data(1) = cfg_dep('Normalise: Write: Normalised Images (Subj 1)', substruct('.','val', '{}',{8}, '.','val', '{}',{1}, '.','val', '{}',{1}, '.','val', '{}',{1}), substruct('()',{1}, '.','files'));\nmatlabbatch{10}.spm.spatial.smooth.fwhm = [6 6 6];\nmatlabbatch{10}.spm.spatial.smooth.dtype = 0;\nmatlabbatch{10}.spm.spatial.smooth.im = 0;\nmatlabbatch{10}.spm.spatial.smooth.prefix = 's';", + "StartedAtTime": "2025-05-28T14:50:11", + "EndedAtTime": "2025-05-28T14:50:12" + } + ], + "Entities": [ + { + "Id": "bids:ds011:sub-01/func/sub-01_task-tonecounting_bold.nii.gz", + "Label": "sub-01_task-tonecounting_bold.nii.gz", + "AtLocation": "/work/data/sub-01/func/sub-01_task-tonecounting_bold.nii.gz", + "digest": { + "sha256": "c02dc3b622a92fdcdaacb1dd198cd45b4004f326dd1f1abbc4be15a5e4cbc57d" + } + }, + { + "Id": 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