{"id":"W3007744961","doi":"10.1002/mds.28007","title":"Automated MRI Classification in Progressive Supranuclear Palsy: A Large International Cohort Study","year":2020,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Progressive supranuclear palsy; Parkinsonism; Magnetic resonance imaging; Generalizability theory; Medicine; Cohort; Psychology; Radiology; Internal medicine; Disease","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":[0.0001116366,0.0001509699,0.0002067445,0.00008776789,0.0000481346,0.00002640597,0.00009510854,0.00003912815,0.0005040526],"category_scores_gemma":[0.00003549769,0.0001364276,0.00006033738,0.0002075156,0.00001565464,0.0000801875,0.00005219651,0.0000875374,0.00009300969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326078,"about_ca_system_score_gemma":0.00004169311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005651711,"about_ca_topic_score_gemma":0.0000630155,"domain_scores_codex":[0.9987106,0.00004710358,0.0002419381,0.0003858292,0.0003986485,0.0002158235],"domain_scores_gemma":[0.9995687,0.000008246066,0.0000838144,0.0001627455,0.00004124078,0.0001352526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808807,0.003630516,0.9910613,0.0000197761,0.0003216296,0.00008692555,0.0008140192,0.00001014782,0.0001934926,0.0002382804,0.001949175,0.001393908],"study_design_scores_gemma":[0.006098544,0.000455421,0.9597214,0.00002608542,0.00009641844,1.129491e-7,0.002391881,0.02673831,0.0000398003,0.0002607896,0.004053604,0.0001176497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872034,0.00009273618,0.0001233574,0.008243793,0.0001032413,0.002136219,0.00004033504,0.0002674576,0.001789449],"genre_scores_gemma":[0.995699,0.00005803024,0.0001326247,0.003430646,0.00002706065,0.0003562608,0.0002103535,0.00002377333,0.00006220215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03133987,"threshold_uncertainty_score":0.5563356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655925149944717,"score_gpt":0.2940912079297486,"score_spread":0.2775319564303014,"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."}}