{"id":"W2765212556","doi":"10.1016/j.jval.2017.08.1922","title":"A Retrospective Claims Analysis on Rates of Compliance and Discontinuation Among Canadian Multiple Sclerosis Patients Treated with Disease-Modifying Therapies at 6, 12 and 24-Month Periods","year":2017,"lang":"en","type":"article","venue":"Value in Health","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame; University of Calgary; Novartis (Canada)","funders":"","keywords":"Natalizumab; Discontinuation; Teriflunomide; Medicine; Fingolimod; Glatiramer acetate; Internal medicine; Medical prescription; Retrospective cohort study; Multiple sclerosis; Physical therapy; Disease; Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279021,0.0006205226,0.000841048,0.003805888,0.001778268,0.001618318,0.001767086,0.001197557,0.001864768],"category_scores_gemma":[0.01092396,0.000693133,0.00199031,0.009868541,0.0005784983,0.0008075028,0.001009971,0.001189667,0.0002132634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01616888,"about_ca_system_score_gemma":0.01597361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9262287,"about_ca_topic_score_gemma":0.8861129,"domain_scores_codex":[0.9963905,0.0004197529,0.0005333595,0.0004440818,0.00139332,0.0008189805],"domain_scores_gemma":[0.9859977,0.001809679,0.006818871,0.0006502202,0.003608327,0.001115246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004210836,0.00005825363,0.9973712,0.00003347704,0.0001777065,0.00003467441,0.0001901526,0.00007977073,0.00004506527,0.00002869345,0.0003412414,0.001218753],"study_design_scores_gemma":[0.00001414799,0.00003973077,0.9992213,0.00001187742,0.00005658023,0.00004160018,0.0001606546,0.0002201374,0.00002023133,0.000005451788,0.0002000873,0.000008091896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865412,0.000532066,0.00007565125,0.000111488,0.00000856215,0.00007250153,0.01168262,0.00001415807,0.0009618216],"genre_scores_gemma":[0.9922614,0.0002531332,0.0001404858,0.00009096317,0.00001306344,0.00005227547,0.006771075,0.000005928993,0.000411804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0737713,"threshold_uncertainty_score":0.1484115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07298604935886653,"score_gpt":0.3027775360402757,"score_spread":0.2297914866814091,"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."}}