{"id":"W2856119501","doi":"10.1016/j.msard.2018.07.012","title":"Use of the new oral disease-modifying therapies for multiple sclerosis in British Columbia, Canada: the first five-years","year":2018,"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":"University of Manitoba; University of British Columbia","funders":"","keywords":"Teriflunomide; Fingolimod; Medicine; Multiple sclerosis; Glatiramer acetate; Natalizumab; Medical prescription; Poisson regression; Internal medicine; Pediatrics; Pharmacology; Environmental health; Population; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003781274,0.000266637,0.0005620181,0.00007818705,0.0009522334,0.0002310388,0.0003585916,0.0001661557,0.00006994607],"category_scores_gemma":[0.002236899,0.0002337718,0.000274665,0.0006798697,0.001113033,0.0001981783,0.0003085308,0.0003993867,0.000001679725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790573,"about_ca_system_score_gemma":0.0004758602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8682597,"about_ca_topic_score_gemma":0.9907657,"domain_scores_codex":[0.9972335,0.0001396077,0.0006450452,0.0006139175,0.000630177,0.0007377546],"domain_scores_gemma":[0.9976332,0.001025731,0.000216747,0.0006174465,0.0002274537,0.0002794605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003115103,0.0002377671,0.9210187,0.0001168992,0.000356543,0.000001680125,0.001676244,0.0001678126,0.001019645,0.000003449459,0.02199934,0.05309047],"study_design_scores_gemma":[0.006457323,0.0001348946,0.970481,0.001019926,0.0001154611,0.000001614592,0.001294239,0.007631299,0.00005879114,0.00004308847,0.01249142,0.0002709695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877293,0.002881177,0.00001819633,0.006192653,0.0003567673,0.002481297,0.0002707135,0.0000444456,0.00002543945],"genre_scores_gemma":[0.9931025,0.004997354,0.000288158,0.0005040646,0.00007141869,0.0002004989,0.00002395669,0.00006724345,0.0007447893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122506,"threshold_uncertainty_score":0.9532937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565569203432232,"score_gpt":0.2497794622588133,"score_spread":0.1932225419155901,"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."}}