{"id":"W3000484916","doi":"10.1177/1352458519898340","title":"World Health Organization Essential Medicines List: Multiple sclerosis disease-modifying therapies application","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"","keywords":"Fingolimod; Medicine; Multiple sclerosis; Glatiramer acetate; Ocrelizumab; Alternative medicine; Public health; Family medicine; Disease; Nursing; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004417084,0.001040962,0.00113899,0.00324659,0.0008917694,0.002748835,0.001475184,0.002917985,0.06031199],"category_scores_gemma":[0.01908842,0.0003262793,0.001142185,0.004982457,0.0005699294,0.001743814,0.001545712,0.003531501,0.04236951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204664,"about_ca_system_score_gemma":0.01059278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00726577,"about_ca_topic_score_gemma":0.006484941,"domain_scores_codex":[0.9952552,0.001169439,0.0009086317,0.0001978457,0.002089024,0.000379864],"domain_scores_gemma":[0.9817886,0.003910215,0.003274962,0.0005533576,0.008836243,0.001636544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001724934,0.00009086036,0.001102676,0.001606303,0.00002622166,0.00008863969,0.00002523399,0.0001234906,0.0002497022,0.002157879,0.8996263,0.0947303],"study_design_scores_gemma":[0.000185056,0.00009608565,0.00648052,0.001390877,0.00002606768,0.0001302153,0.00002117112,0.00009484846,0.0002036927,0.001192813,0.9901595,0.00001932641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004230962,0.0612689,0.00459257,0.1542968,0.01992116,0.005252152,0.2606449,0.002499421,0.4872931],"genre_scores_gemma":[0.06113716,0.1161119,0.03903924,0.1656645,0.02623611,0.009187004,0.4165254,0.0009649867,0.1651338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06031199,"threshold_uncertainty_score":0.2017637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199043901657069,"score_gpt":0.3185671007195719,"score_spread":0.1986627105538651,"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."}}