{"id":"W2953858782","doi":"10.1016/j.msard.2019.07.002","title":"Higher health care use before a clinically isolated syndrome with or without subsequent MS","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Saskatchewan; Saskatchewan Health Quality Council; University of British Columbia Hospital; Manitoba Health; University of British Columbia; Vancouver Coastal Health; University of Manitoba","funders":"Nova Scotia Department of Health and Wellness; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Dalhousie University; Michael Smith Health Research BC; Saskatchewan Health Research Foundation; Multiple Sclerosis Scientific Research Foundation; National Multiple Sclerosis Society; Research Manitoba; Dalhousie Medical Research Foundation; Health Research","keywords":"Medicine; Multiple sclerosis; Clinically isolated syndrome; Internal medicine; Intensive care medicine; Pediatrics; Psychiatry","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":[0.0005338317,0.0002914162,0.0006308589,0.001630637,0.001143703,0.001474231,0.0004495633,0.000921874,0.00982394],"category_scores_gemma":[0.004997654,0.000178494,0.0009403062,0.001836895,0.0002846392,0.000911348,0.0007511993,0.001886512,0.0005523172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007756837,"about_ca_system_score_gemma":0.001122789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0262261,"about_ca_topic_score_gemma":0.0261587,"domain_scores_codex":[0.9988274,0.000300559,0.0001279768,0.0001769328,0.0001559201,0.0004112446],"domain_scores_gemma":[0.9945849,0.001631097,0.001884254,0.0002945643,0.0003742409,0.001231143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004840521,0.0001909554,0.9949065,0.00006637251,0.0001906754,0.0002620839,0.000228908,0.00002121994,0.0002351627,0.0001023958,0.0003471125,0.00296447],"study_design_scores_gemma":[0.00001208472,0.0001370017,0.998623,0.00002838572,0.00006397626,0.0002048072,0.0003619072,0.00004371314,0.00005127597,0.00005397652,0.0004139143,0.000005878956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908121,0.00165292,0.0000695917,0.0004297191,0.00007774733,0.00001967482,0.001766327,0.00001164366,0.005160132],"genre_scores_gemma":[0.9974895,0.0003180125,0.00004475246,0.0001634702,0.00007663158,0.00001056377,0.0007325194,0.000003847269,0.001160762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0262261,"threshold_uncertainty_score":0.05214691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474073713536785,"score_gpt":0.3013362056620896,"score_spread":0.2565954685267218,"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."}}