{"id":"W2516541082","doi":"10.1186/s12913-016-1685-y","title":"Claims for disease-modifying therapy by Alberta non-insured health benefits clients","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Blue Quills First Nations College; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Fondation pour la Recherche Médicale; Arthritis Society; Canadian Rheumatology Association","keywords":"Medicine; Population; Disease; Public health; Pharmacy; Adjuvant therapy; Incidence (geometry); Cohort; Internal medicine; Physical therapy; Intensive care medicine; Family medicine; Cancer; Environmental health; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006043527,0.0002585299,0.0001924751,0.002218345,0.0009835341,0.001013997,0.001113148,0.0003752906,0.01530641],"category_scores_gemma":[0.002847106,0.0002366829,0.0003044037,0.003276167,0.0002575557,0.0002202157,0.0006700162,0.0005104812,0.002115073],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071029,"about_ca_system_score_gemma":0.006939861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7507114,"about_ca_topic_score_gemma":0.7450051,"domain_scores_codex":[0.9986479,0.00007956638,0.00007129231,0.0001056901,0.0008947301,0.0002007988],"domain_scores_gemma":[0.9974942,0.0003408816,0.0009426996,0.0001280131,0.0006697468,0.0004245198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002277798,0.000260443,0.885552,0.0002174817,0.00009116065,0.0005398997,0.000484683,0.0003989024,0.0007152276,0.0009239779,0.06068374,0.04990472],"study_design_scores_gemma":[0.00004055019,0.00003613059,0.9792622,0.00009414445,0.00004170994,0.0003730462,0.0002677619,0.001135206,0.0002043901,0.00009635276,0.01843693,0.00001149832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7470581,0.002673334,0.001063516,0.002444134,0.0001173029,0.0006546822,0.1471656,0.0003741421,0.09844914],"genre_scores_gemma":[0.8953233,0.002149815,0.001880393,0.001194785,0.0001300111,0.0002302633,0.06819043,0.00004088039,0.03086017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994929,"threshold_uncertainty_score":0.5015133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06265972985345689,"score_gpt":0.4191029420759215,"score_spread":0.3564432122224647,"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."}}