{"id":"W2964058728","doi":"10.1503/cmaj.181721","title":"Should national pharmacare apply a value-based insurance design?","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical prescription; Cost sharing; Value (mathematics); Key (lock); Computer science; Private insurance; Health insurance; Medicine; Business; Internet privacy; Pharmacology; Computer security; Health care; Economic growth; Nursing; Economics","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":[0.0129013,0.0001989935,0.000471006,0.0005766645,0.00260842,0.005241929,0.001658554,0.006581708,0.02366312],"category_scores_gemma":[0.06328268,0.0001958927,0.0005478201,0.0008946259,0.004898,0.003848129,0.002080339,0.005688701,0.001998581],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009759791,"about_ca_system_score_gemma":0.02751939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06821669,"about_ca_topic_score_gemma":0.198944,"domain_scores_codex":[0.9897444,0.003144878,0.0003668739,0.0006745456,0.004484671,0.00158475],"domain_scores_gemma":[0.9750225,0.008805586,0.001546879,0.001509472,0.006967273,0.006148187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00025078,0.0003862264,0.02733145,0.0002842187,0.00009426905,0.0002502785,0.0009606039,0.0004918512,0.0002707062,0.2077207,0.5064633,0.2554957],"study_design_scores_gemma":[0.0002730494,0.0003027909,0.03655954,0.003393499,0.0001384618,0.0007554595,0.002287795,0.00126384,0.0004339611,0.1134713,0.8410158,0.0001045102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006598803,0.002107146,0.001077025,0.9382026,0.002075232,0.00006551207,0.0001773346,0.0000451151,0.04965132],"genre_scores_gemma":[0.2580951,0.004126555,0.00466678,0.7066478,0.006345435,0.0001413679,0.0002180758,0.00007452761,0.01968439],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9902402,"threshold_uncertainty_score":0.1356393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416864202730807,"score_gpt":0.314124488985618,"score_spread":0.2699558469583099,"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."}}