{"id":"W2161352421","doi":"10.1002/acn3.187","title":"Predictors of disability worsening in clinically isolated syndrome","year":2015,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Hôpital Notre-Dame; Hôpital Charles-Le Moyne","funders":"National Health and Medical Research Council; Teva Pharmaceutical Industries; Univerzita Karlova v Praze; Biogen; Sanofi","keywords":"Medicine; Internal medicine; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245953,0.0002777425,0.0002627762,0.0004047212,0.0002912448,0.0003951576,0.0002632547,0.0003092495,0.002804968],"category_scores_gemma":[0.002670149,0.0001300145,0.000376931,0.0005032548,0.0002257611,0.0002954643,0.0004042246,0.0006354655,0.0002312142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031388,"about_ca_system_score_gemma":0.0004133453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512456,"about_ca_topic_score_gemma":0.003256361,"domain_scores_codex":[0.9996783,0.0000653465,0.00003746077,0.00007681438,0.00006725809,0.0000750178],"domain_scores_gemma":[0.9974553,0.0003929249,0.001476823,0.00006707347,0.0001903979,0.0004175589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670305,0.00002228975,0.9982849,0.000008064592,0.00002583967,0.0001178743,0.00001481837,0.00005593747,0.0001373237,0.000006080058,0.00005431929,0.001105446],"study_design_scores_gemma":[0.000004563653,0.00007544262,0.9990724,0.000005308697,0.00001175909,0.0005610448,0.00002564768,0.0001399245,0.00003964076,0.0000145513,0.00004785598,0.000001767966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992177,0.0002268868,0.00005558201,0.00004341063,0.000003440553,0.000004350539,0.0001707408,0.000004072305,0.0002736824],"genre_scores_gemma":[0.9995891,0.00004945719,0.00003606494,0.00001119266,0.000008429002,0.000002203528,0.0002400005,0.000001196629,0.00006216398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002804968,"threshold_uncertainty_score":0.009383559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2861374047466109,"score_gpt":0.4702445684595193,"score_spread":0.1841071637129084,"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."}}