{"id":"W4389055736","doi":"10.1503/cmaj.230841","title":"Prevalence and nature of manufacturer-sponsored patient support programs for prescription drugs in Canada: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; York University; University of Toronto","funders":"","keywords":"Cross-sectional study; Medical prescription; Medicine; Family medicine; Pharmacology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001063811,0.0002651297,0.000387645,0.002213808,0.001994675,0.001438389,0.001566149,0.0007150603,0.002343545],"category_scores_gemma":[0.003986321,0.0005625059,0.0006463123,0.006041546,0.0009411846,0.0007996751,0.001117212,0.0008456232,0.0002331358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01623375,"about_ca_system_score_gemma":0.01776206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753072,"about_ca_topic_score_gemma":0.9776748,"domain_scores_codex":[0.9981693,0.0001205311,0.0002095944,0.000277506,0.0008071376,0.0004159482],"domain_scores_gemma":[0.9938294,0.0005079879,0.0023473,0.0001708457,0.001899918,0.001244509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001392545,0.00001937194,0.9984951,0.00002278808,0.00001981649,0.00002195742,0.0002992802,0.00001730556,0.00003330223,0.0000193254,0.0003242632,0.0007136221],"study_design_scores_gemma":[0.000001909751,0.00001381132,0.9986421,0.00002169785,0.000009077978,0.00003961692,0.0008838323,0.0001019938,0.00001921656,0.00000462248,0.0002571934,0.000004974307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917413,0.0005468343,0.00008197098,0.000337434,0.000008228203,0.00007203175,0.0055284,0.00001285042,0.001670848],"genre_scores_gemma":[0.997297,0.0004494207,0.0001558893,0.0001497004,0.000005547736,0.00002734807,0.001623901,0.00000444645,0.0002867555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469283,"threshold_uncertainty_score":0.1177847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624244764866179,"score_gpt":0.2870723596755103,"score_spread":0.2708299120268485,"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."}}