{"id":"W2976911714","doi":"10.12927/hcq.2019.25909","title":"Non-Adherence to Prescribed Therapies: Pharmacare’s Existential Challenge","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"John Abbott College; Alberta Health Services; Capital District Health Authority; McGill University","funders":"","keywords":"Government (linguistics); Medicine; Medical prescription; Health care; Public health; Public relations; Family medicine; Health professionals; Nursing; Political science; Law","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":[0.01756359,0.0002547165,0.0008033097,0.0008328025,0.01012087,0.007669155,0.001478614,0.00566908,0.003238416],"category_scores_gemma":[0.04005948,0.0004190976,0.0007430678,0.001109461,0.0242485,0.01039601,0.00780353,0.01874449,0.0005357139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008755886,"about_ca_system_score_gemma":0.02175884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04134306,"about_ca_topic_score_gemma":0.0552505,"domain_scores_codex":[0.9774905,0.01196686,0.0009784775,0.001060148,0.00554889,0.002955155],"domain_scores_gemma":[0.9559889,0.02264529,0.003639729,0.002268889,0.005563671,0.009893498],"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":[0.0001154226,0.0005425117,0.04661987,0.0009860633,0.0002311061,0.003744497,0.2058026,0.0003005832,0.0007446324,0.116452,0.3297396,0.2947212],"study_design_scores_gemma":[0.00007043684,0.0002772447,0.03185758,0.003273118,0.00007812725,0.005822901,0.2394124,0.000572651,0.0003984955,0.06872155,0.6492915,0.0002240449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02897316,0.008799515,0.001204705,0.9426725,0.001190009,0.00001784159,0.00005743123,0.00003688493,0.017048],"genre_scores_gemma":[0.5830255,0.01946617,0.002537086,0.3882767,0.002749715,0.00005047392,0.00008060442,0.0000831224,0.003730684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04134306,"threshold_uncertainty_score":0.09288627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06336101775979837,"score_gpt":0.3693888877452779,"score_spread":0.3060278699854796,"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."}}