{"id":"W2300396466","doi":"10.1111/ene.12990","title":"A population‐based study comparing multiple sclerosis clinic users and non‐users in British Columbia, Canada","year":2016,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Trust; Multiple Sclerosis Society of Canada; Public Health Agency; Health Sciences Centre Foundation; Manitoba Health Research Council; National Multiple Sclerosis Society","keywords":"Medicine; Specialty; Family medicine; Population; Medical prescription; Cohort; Comorbidity; Multiple sclerosis; Socioeconomic status; Health care; Psychiatry; Internal medicine; Environmental health; Nursing","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":[0.0006416481,0.00047397,0.0006962207,0.001807147,0.004099168,0.001633153,0.001476563,0.0006821596,0.002475706],"category_scores_gemma":[0.001807652,0.0006054992,0.0004227772,0.005509146,0.000874611,0.0005005577,0.000856342,0.0008112805,0.0003874311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02150744,"about_ca_system_score_gemma":0.02178072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935098,"about_ca_topic_score_gemma":0.9951333,"domain_scores_codex":[0.9987363,0.00009589393,0.00009347836,0.0002486671,0.0004053605,0.0004202679],"domain_scores_gemma":[0.9978725,0.000151017,0.0003087848,0.00007141456,0.0009633843,0.0006328751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027176,0.00006830702,0.9942825,0.00006209606,0.00005161088,0.0002320686,0.001285467,0.00004364135,0.0002870403,0.0000571312,0.0009344018,0.00259307],"study_design_scores_gemma":[0.00001545709,0.00003908227,0.9970029,0.00004021933,0.00002675837,0.0001070216,0.00202488,0.0001352962,0.0000361058,0.00001640808,0.0005461194,0.000009791843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946254,0.0005557172,0.00007572766,0.0001825765,0.00001160968,0.00007262724,0.002751734,0.000007858598,0.001716637],"genre_scores_gemma":[0.9974853,0.0003951147,0.0001037698,0.0001278963,0.000004098395,0.00003223207,0.001046784,0.000004452985,0.0008004114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150744,"threshold_uncertainty_score":0.1560481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07910041747176515,"score_gpt":0.285676459645399,"score_spread":0.2065760421736338,"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."}}