{"id":"W6931528319","doi":"10.5281/zenodo.6762040","title":"fMRIPrep: a robust preprocessing pipeline for functional MRI","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Emperipolesis; Triacetin; Demotion; Liquation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001012852,0.0002919208,0.0002859383,0.000626773,0.002443979,0.0009589559,0.001190341,0.0001672876,0.4236992],"category_scores_gemma":[0.0005820745,0.0003237374,0.0001401627,0.0006066978,0.0002285614,0.0002225782,0.001253312,0.0003783744,0.004608614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307384,"about_ca_system_score_gemma":0.00001506627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002353479,"about_ca_topic_score_gemma":0.000001100367,"domain_scores_codex":[0.9971058,0.0003141311,0.0003866301,0.0009836688,0.0007178609,0.0004918622],"domain_scores_gemma":[0.998163,0.00005260289,0.000424107,0.0007506391,0.0004373201,0.0001722907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001030377,0.0001553809,0.000001571864,0.0002209989,0.00003540261,0.000004586855,0.0001482774,0.0006662857,0.009232486,0.0004599095,0.9850878,0.003884306],"study_design_scores_gemma":[0.0005863902,0.0001076344,0.00002633365,0.00005746728,0.00004000684,0.00007322132,0.000185257,0.0004531379,0.0001750211,0.000127946,0.9978331,0.0003345147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001561832,0.0003608082,0.125828,0.0005835799,0.001171003,0.001609318,0.002640794,0.004140046,0.8635102],"genre_scores_gemma":[0.008820671,0.0002648023,0.0117239,0.0008204852,0.003701863,0.000004901194,0.02402528,0.03415515,0.9164829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4190906,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282654056812085,"score_gpt":0.2501918163555886,"score_spread":0.2073652757874677,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}