{"id":"W2603876309","doi":"10.1016/j.msard.2017.03.009","title":"Hospitalization is associated with subsequent disability in multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Hotchkiss Brain Institute; Manitoba Health","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; AbbVie Canada; Crohn's and Colitis Canada; Research Manitoba; Multiple Sclerosis Society; Takeda Canada; Mylan; Multiple Sclerosis Scientific Research Foundation; Pfizer Canada; Janssen Canada; Sanofi; Pfizer","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Disease; Cohort; Pediatrics; Cohort study; Population; Young adult; Proportional hazards model; Physical therapy; Internal medicine; Psychiatry","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":[0.0006443758,0.0002157477,0.0002469589,0.0009163757,0.0004988475,0.0006612517,0.0005326704,0.0004313111,0.002530801],"category_scores_gemma":[0.005012786,0.0001940417,0.0006420519,0.001325417,0.0003561704,0.000267977,0.0006397454,0.0008361055,0.0001626407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171379,"about_ca_system_score_gemma":0.001529866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05305612,"about_ca_topic_score_gemma":0.05265379,"domain_scores_codex":[0.9992328,0.0001574337,0.0001019353,0.0001503179,0.0001694781,0.000187964],"domain_scores_gemma":[0.9952062,0.0006513156,0.002985032,0.0001807374,0.0003578867,0.0006188152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004346219,0.00001203074,0.9987983,0.00001019241,0.00004035185,0.00005892499,0.00002305978,0.00003833554,0.00002893776,0.00001141372,0.00008550998,0.0008494797],"study_design_scores_gemma":[0.000001713144,0.00001975705,0.9994714,0.000009621537,0.00001475821,0.0001996074,0.00004168951,0.0001449174,0.00001184386,0.0000214316,0.00006136658,0.000001875008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977403,0.0007169,0.00007925902,0.0001996997,0.00001096821,0.000008430134,0.0007097439,0.00001099743,0.0005237458],"genre_scores_gemma":[0.9992061,0.0001874553,0.00006675535,0.00001923651,0.00001153314,0.000004254548,0.0004302797,0.000001689446,0.0000726666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05305612,"threshold_uncertainty_score":0.1054946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859635771339704,"score_gpt":0.2757565066892163,"score_spread":0.2171601489758193,"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."}}