{"id":"W3132267495","doi":"10.1002/mdc3.13172","title":"Are Antibody Panels Under‐Utilized in Movement Disorders Diagnosis? No","year":2021,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Context (archaeology); Medicine; Test (biology); Intensive care medicine; Disease; Diagnostic test; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016103,0.0005850185,0.001216087,0.0001327277,0.0002057492,0.00008908807,0.0002715422,0.0003946812,0.001565124],"category_scores_gemma":[0.007567997,0.0005172033,0.0006191875,0.0006908485,0.000264891,0.00042934,0.0003830673,0.001123203,0.0004884017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133268,"about_ca_system_score_gemma":0.0001899667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003443466,"about_ca_topic_score_gemma":0.0004002582,"domain_scores_codex":[0.9941213,0.0008691751,0.001784142,0.001393581,0.0009240484,0.0009077561],"domain_scores_gemma":[0.9947172,0.002767264,0.0008816959,0.001045524,0.00024309,0.0003452101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00190148,0.03160795,0.9350174,0.0001297795,0.0007761376,0.0008321892,0.00008633684,0.0001520995,0.0001691283,0.001046297,0.003668675,0.02461251],"study_design_scores_gemma":[0.01402218,0.001590369,0.8980475,0.0001671167,0.0004497472,0.000002136056,0.001782193,0.0003838907,0.00005234739,0.0229903,0.05998092,0.0005312641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7924346,0.005883016,0.001403116,0.1464426,0.001903512,0.003495579,0.00005337764,0.0003424942,0.04804166],"genre_scores_gemma":[0.8405813,0.02646802,0.0009779036,0.1295014,0.00009276195,0.0003756438,0.0002014732,0.00008979552,0.00171169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05631224,"threshold_uncertainty_score":0.999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05734964582665922,"score_gpt":0.4103100171191959,"score_spread":0.3529603712925367,"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."}}