{"id":"W2103526247","doi":"10.1016/j.msard.2015.05.010","title":"Health care utilization before and after intensive care unit admission in multiple sclerosis","year":2015,"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":"Health Sciences Centre; Manitoba Health; University of Winnipeg; University of Manitoba","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Medicine; Intensive care unit; Population; Incidence (geometry); Comorbidity; Emergency medicine; Quartile; Cohort; Pediatrics; Intensive care medicine; Internal medicine; Environmental health; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003058112,0.0004751145,0.0007852641,0.0004962484,0.0003720569,0.00007322456,0.0001146355,0.0003557177,0.00002992196],"category_scores_gemma":[0.001815453,0.0003920612,0.0001279691,0.0007213018,0.0004510537,0.0002606581,0.0003281488,0.0006081422,0.00001359235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180561,"about_ca_system_score_gemma":0.0002417354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108228,"about_ca_topic_score_gemma":0.01183118,"domain_scores_codex":[0.9968405,0.0002362575,0.0006861093,0.0008646787,0.0005968369,0.000775554],"domain_scores_gemma":[0.9974917,0.0001475182,0.0001727595,0.0004165613,0.0009170949,0.0008543906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008308041,0.0001202214,0.7924013,0.0004035349,0.00008814722,0.000005305831,0.04548538,0.00006617338,0.0003672731,0.000004282574,0.0003839406,0.1598437],"study_design_scores_gemma":[0.01227559,0.0007602009,0.8816394,0.001699858,0.00005392796,0.000005236513,0.09811535,0.003350616,0.0001346567,0.00001666946,0.001604664,0.00034381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646698,0.02920347,0.00002323817,0.003612999,0.0002054585,0.001792498,0.00009953238,0.0001380284,0.000255032],"genre_scores_gemma":[0.9833912,0.01500274,0.0003922184,0.0005247011,0.00003637146,0.0001811065,0.0003105548,0.00008164487,0.0000794908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594999,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086773463233234,"score_gpt":0.313579904261413,"score_spread":0.2227121696290807,"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."}}