{"id":"W2920816960","doi":"10.1093/brain/awz055","title":"Multiple sclerosis: effect of beta interferon treatment on survival","year":2019,"lang":"en","type":"article","venue":"Brain","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Agence Nationale de la Recherche; University of British Columbia; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Michael Smith Health Research BC; Fondation pour l'Aide à la Recherche sur la Sclérose en Plaques; Chrest Foundation; National Multiple Sclerosis Society","keywords":"Medicine; Multiple sclerosis; Cohort; Population; Cohort study; Incidence (geometry); Internal medicine; Comorbidity; Observational study; Proportional hazards model; Pediatrics; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003997179,0.0003229149,0.0007120194,0.0005040024,0.0002716452,0.0008611578,0.0005618974,0.0009786232,0.003474785],"category_scores_gemma":[0.007336604,0.0001447801,0.001938332,0.0007435221,0.0003125223,0.0007070502,0.0005959081,0.001108237,0.000334306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004349606,"about_ca_system_score_gemma":0.0005398454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245398,"about_ca_topic_score_gemma":0.002367395,"domain_scores_codex":[0.9974226,0.001462058,0.0001819913,0.000400438,0.0002298853,0.0003030455],"domain_scores_gemma":[0.9935156,0.002967604,0.00176487,0.0005575963,0.0002634561,0.0009310042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02764407,0.0003716605,0.920267,0.00039587,0.004918853,0.0002612392,0.0001507459,0.001347799,0.0009494638,0.0002668257,0.001203593,0.04222299],"study_design_scores_gemma":[0.0002763693,0.002145234,0.991918,0.00009629183,0.001890382,0.0003812613,0.00008848235,0.001569799,0.0002282801,0.00034451,0.001044255,0.00001720018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788295,0.01630147,0.0003649143,0.0007758633,0.00009791999,0.0000164498,0.001308991,0.00002315563,0.002281789],"genre_scores_gemma":[0.9980129,0.00086201,0.00008001106,0.0001191806,0.0001002921,0.00001006788,0.0003558183,0.000005848219,0.0004538362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003997179,"threshold_uncertainty_score":0.02113932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750465019510225,"score_gpt":0.323722065732927,"score_spread":0.2562174155378247,"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."}}