{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096794,0.0001130141,0.0005629549,0.0001518553,0.0001052596,0.00005022339,0.0001863191,0.00002256859,0.00006664653],"category_scores_gemma":[0.001606078,0.0001193918,0.00006528539,0.0001744564,0.00009161859,0.00009140886,0.0001292743,0.0004106707,0.000004544515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000094624,"about_ca_system_score_gemma":0.000188897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2890239,"about_ca_topic_score_gemma":0.9404431,"domain_scores_codex":[0.9972976,0.0009236695,0.0007595473,0.0002721151,0.0003938148,0.0003532756],"domain_scores_gemma":[0.9984592,0.0006164793,0.0002979947,0.0002012621,0.0001692182,0.0002558576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003296183,0.0001997926,0.989655,0.00001562894,0.00006066922,0.001519782,0.00007152416,0.0000249471,0.001037518,9.027319e-9,0.001625975,0.005459542],"study_design_scores_gemma":[0.01100798,0.00172903,0.9862196,0.0001982508,0.00003187091,0.00009381853,0.0001089566,0.0001219004,0.000004190631,3.845778e-7,0.000387946,0.00009610639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977571,0.00006125613,0.000015234,0.001501164,0.0002197988,0.0003393053,0.000006964341,0.000009705154,0.00008948338],"genre_scores_gemma":[0.9988029,0.0001043285,0.000111942,0.0007608443,0.0001084448,0.000002725896,9.219368e-7,0.00003615695,0.0000717361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514192,"threshold_uncertainty_score":0.7157105,"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."}}