{"id":"W4378348022","doi":"10.1001/jamahealthforum.2023.1127","title":"Effect of Free Medicine Distribution on Health Care Costs in Canada Over 3 Years","year":2023,"lang":"en","type":"article","venue":"JAMA Health Forum","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Toronto Rehabilitation Institute; Women's College Hospital; University Health Network; Libin Cardiovascular Institute of Alberta; Vector Institute; University of Calgary; Institute for Clinical Evaluative Sciences; University of British Columbia; NOSM University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Health care; Psychological intervention; Ambulatory care; Total cost; Randomized controlled trial; Family medicine; Environmental health; Demography; Nursing; Surgery; Business","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":[0.00290508,0.0006475315,0.001235396,0.0008422338,0.001678861,0.001280618,0.001575618,0.0008987928,0.00300791],"category_scores_gemma":[0.01222478,0.0003550437,0.002519993,0.001540102,0.0009445826,0.0006180762,0.00114377,0.001227326,0.0001444303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03508229,"about_ca_system_score_gemma":0.04422079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9372969,"about_ca_topic_score_gemma":0.9561034,"domain_scores_codex":[0.9957139,0.0009610528,0.000303964,0.0005322266,0.001304839,0.001183935],"domain_scores_gemma":[0.9926345,0.001088737,0.002050465,0.0003417844,0.001723519,0.002161015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1312715,0.005515123,0.6433758,0.002111329,0.007716335,0.0002893202,0.0008670576,0.006089782,0.001367324,0.0009189598,0.01367496,0.1868025],"study_design_scores_gemma":[0.007450114,0.005771438,0.9784697,0.0003014786,0.001857376,0.00009266155,0.0002804559,0.00265566,0.0003791815,0.0002570588,0.002414162,0.00007069556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832082,0.005753271,0.000218019,0.001508339,0.00008436928,0.0004753447,0.004910324,0.00004841978,0.003793712],"genre_scores_gemma":[0.9959615,0.0008276329,0.0003069178,0.0004388114,0.00003166666,0.0001786332,0.001385865,0.000007374944,0.0008616175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06270313,"threshold_uncertainty_score":0.254541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528082212098711,"score_gpt":0.3443100425069003,"score_spread":0.3290292203859131,"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."}}