{"id":"W2462321551","doi":"10.1177/1352458516657440","title":"Determinants of non-adherence to disease-modifying therapies in multiple sclerosis: A cross-Canada prospective study","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University; University of Saskatchewan; University of Calgary; Health Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Medicine; Confidence interval; Multiple sclerosis; Odds ratio; Disease; Expanded Disability Status Scale; Prospective cohort study; Generalized estimating equation; Internal medicine; Physical therapy; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001447081,0.0006339173,0.001331934,0.0006229367,0.0005863822,0.0001707791,0.0007363847,0.000115623,0.0001528318],"category_scores_gemma":[0.005383824,0.0004292376,0.0003169684,0.0009181588,0.0004044475,0.0005755416,0.0004927024,0.0006312634,0.00003210679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284149,"about_ca_system_score_gemma":0.001146874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03403226,"about_ca_topic_score_gemma":0.2046265,"domain_scores_codex":[0.9937013,0.0003135357,0.001611338,0.0009716218,0.002032933,0.001369233],"domain_scores_gemma":[0.9953246,0.001008033,0.0005373657,0.0008804975,0.001131655,0.001117863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002604746,0.001281645,0.8470794,0.00009514862,0.0001941041,0.00009098888,0.00217551,0.00006044459,0.1107008,3.579311e-7,0.0003495411,0.03536725],"study_design_scores_gemma":[0.01666068,0.001434459,0.9626211,0.003262179,0.00006093122,0.00001572021,0.001971298,0.0005616299,0.0128601,0.000010736,0.00006009269,0.0004810929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952448,0.0004639099,0.0002005395,0.0004671985,0.0004108161,0.002956092,0.0001685236,0.00004639499,0.0000417163],"genre_scores_gemma":[0.9969952,0.0005968235,0.001155986,0.0001640547,0.00028261,0.0005499872,0.000001481262,0.00009774454,0.0001561643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705942,"threshold_uncertainty_score":0.9998159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351713843800366,"score_gpt":0.3511936144797352,"score_spread":0.2160222300996987,"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."}}