{"id":"W2804338188","doi":"10.1159/000488799","title":"Comorbidities Are Associated with Altered Health Services Use in Multiple Sclerosis: A Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; University of Manitoba; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Comorbidity; Medical prescription; Anxiety; Health care; Pharmacy; Depression (economics); Cohort; Cohort study; Population; Family medicine; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001103264,0.0003759369,0.0004518414,0.0009067425,0.0007161419,0.0009060696,0.0004726447,0.0006945831,0.001284795],"category_scores_gemma":[0.002319421,0.0005779645,0.0008501934,0.001779055,0.0002327376,0.000667352,0.0005665919,0.001049716,0.0002316263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694575,"about_ca_system_score_gemma":0.0005383526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212682,"about_ca_topic_score_gemma":0.01599373,"domain_scores_codex":[0.9992034,0.0002021694,0.0001119793,0.0001917981,0.0001664782,0.0001241727],"domain_scores_gemma":[0.9983193,0.0001860494,0.0008378712,0.0001781812,0.0001686125,0.0003100139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006097167,0.00003372481,0.9994068,0.000004888068,0.00007238582,0.00004307467,0.00004243239,0.00001122659,0.00006475018,0.000003962105,0.00003872133,0.0002169972],"study_design_scores_gemma":[0.000006573397,0.0000744222,0.999531,0.000004429724,0.00003144452,0.0001311302,0.000083352,0.0000719561,0.00001096678,0.000005286035,0.00004660363,0.000002784857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990475,0.0001651142,0.00004574853,0.00002987243,0.000004956566,0.00001830275,0.0005366348,0.000002392837,0.0001494871],"genre_scores_gemma":[0.9992135,0.0001462584,0.00008299418,0.00002726169,0.000009616623,0.0000208096,0.0004006392,0.000001659634,0.00009734561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212682,"threshold_uncertainty_score":0.02411246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166828278450016,"score_gpt":0.3575283270410166,"score_spread":0.1907000485910006,"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."}}