{"id":"W3015014758","doi":"10.1007/s00234-020-02401-3","title":"A validation study of manual atrophy measures in patients with Multiple Sclerosis","year":2020,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Corpus callosum; Medicine; Atrophy; Third ventricle; Expanded Disability Status Scale; Multiple sclerosis; Ventricle; Brain size; Magnetic resonance imaging; Nuclear medicine; Cardiology; Internal medicine; Anatomy; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001032382,0.0001363347,0.0004661605,0.0001346844,0.00003559397,0.00000425831,0.000107692,0.00004703136,0.0000169197],"category_scores_gemma":[0.0008838854,0.0001032402,0.00003598719,0.0003381812,0.0001064498,0.00005052042,0.00008275636,0.0002235263,0.000008464056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003038951,"about_ca_system_score_gemma":0.00002869641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009868008,"about_ca_topic_score_gemma":0.00004558299,"domain_scores_codex":[0.9984496,0.0002742886,0.0002972415,0.0003526904,0.0003884867,0.0002377159],"domain_scores_gemma":[0.9992555,0.0001579898,0.00008879032,0.000211849,0.0001766595,0.0001092277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002087138,0.0008404353,0.9838194,0.000038779,0.00007186401,0.000009939758,0.001365815,0.0001596691,0.009459742,0.000001222392,0.0001603703,0.001985656],"study_design_scores_gemma":[0.009350569,0.007909827,0.9812412,0.00001991092,0.00003165403,6.964409e-7,0.0002794799,0.0001736472,0.0008720576,6.140907e-7,0.0000474059,0.00007291944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998203,0.00001676819,0.00001959543,0.0004929712,0.00003644647,0.001127179,0.00001171064,0.00003003489,0.00006222624],"genre_scores_gemma":[0.9994846,0.00002197271,0.0001430013,0.0002117536,0.00004763596,0.00005433429,0.00001445871,0.00001947112,0.000002802594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008587684,"threshold_uncertainty_score":0.4210012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09108028038475766,"score_gpt":0.2904998547565901,"score_spread":0.1994195743718324,"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."}}