{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005994608,0.0000974148,0.0004103637,0.00008555077,0.0000447401,0.000001575397,0.0001091918,0.00004541758,0.0001496195],"category_scores_gemma":[0.0004119132,0.0000795002,0.00002503625,0.0005389673,0.00003320042,0.00002329063,0.00002686302,0.0002415147,0.00007140353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840418,"about_ca_system_score_gemma":0.002678318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7508126,"about_ca_topic_score_gemma":0.5380058,"domain_scores_codex":[0.99835,0.0001310173,0.0004131187,0.0001939829,0.0005050342,0.0004068848],"domain_scores_gemma":[0.9989124,0.0001975394,0.0001913998,0.0003737496,0.00004178759,0.0002830999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002090836,0.0000136991,0.0650152,0.0008503956,0.000005418236,0.00001681168,0.0001825136,0.000003438639,0.00000640279,0.0003523959,0.7943933,0.1389513],"study_design_scores_gemma":[0.005462033,0.003416154,0.9104089,0.002603788,0.000005424638,0.000004951075,0.001684747,0.0002538503,0.0001230437,0.00004398787,0.07590508,0.00008807193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071665,0.001562407,0.00002385714,0.188055,0.0005830541,0.001209987,0.0002446649,0.00005207437,0.001102505],"genre_scores_gemma":[0.9858011,0.000382027,0.000006122075,0.01282131,0.00008191186,0.00004677219,0.0006631417,0.00001047776,0.0001871406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8453937,"threshold_uncertainty_score":0.481263,"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."}}