{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05228774,0.0006535823,0.00160078,0.002934201,0.001079208,0.004662542,0.003672338,0.005874627,0.004935908],"category_scores_gemma":[0.1849068,0.0006997802,0.0007984925,0.002917987,0.006171307,0.00897225,0.002149526,0.006536347,0.003576353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951929,"about_ca_system_score_gemma":0.003038637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992246,"about_ca_topic_score_gemma":0.004012665,"domain_scores_codex":[0.9606937,0.01677603,0.006858941,0.004440395,0.009935694,0.001295222],"domain_scores_gemma":[0.8460739,0.09176528,0.01721209,0.006004559,0.03558393,0.003360289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001453243,0.00009573308,0.09451063,0.004914574,0.0005537709,0.002882627,0.001450306,0.0005273272,0.0005782819,0.02837506,0.2002534,0.664405],"study_design_scores_gemma":[0.0002151747,0.0006995255,0.0608956,0.03547471,0.001178159,0.02557692,0.00596271,0.002770252,0.002786425,0.08250621,0.7815201,0.0004141632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0229719,0.4241287,0.01060775,0.4957613,0.03035476,0.00008836827,0.0009824187,0.0001891614,0.0149156],"genre_scores_gemma":[0.3108964,0.3113647,0.01247266,0.282142,0.07781732,0.0001569825,0.001103671,0.0003708853,0.003675468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05228774,"threshold_uncertainty_score":0.2765273,"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."}}