{"id":"W2162583913","doi":"10.12927/hcq..16941","title":"Concordance, Compliance and Adherence in Healthcare: Closing Gaps and Improving Outcomes","year":2005,"lang":"en","type":"review","venue":"Healthcare Quarterly","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Best practice; Health care; Psychological intervention; Medical prescription; Accountability; Quality management; Intensive care medicine; Family medicine; Nursing; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007540808,0.0006703953,0.002748909,0.003850466,0.0004281097,0.001573212,0.0009878263,0.001920061,0.002064597],"category_scores_gemma":[0.01395313,0.0004621639,0.001515752,0.005183496,0.0009427049,0.002691235,0.001110261,0.001357541,0.0004545152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748525,"about_ca_system_score_gemma":0.004997277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741702,"about_ca_topic_score_gemma":0.005550236,"domain_scores_codex":[0.9946758,0.002629749,0.0007757175,0.0002357094,0.001550464,0.000132638],"domain_scores_gemma":[0.9909624,0.006689283,0.001266531,0.0002062577,0.0007590993,0.0001164674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005961941,0.00008437323,0.0007676207,0.05560866,0.0004704467,0.00007301443,0.0003272208,0.0002317459,0.0001782664,0.003969374,0.004910098,0.9333196],"study_design_scores_gemma":[0.0002659074,0.00107252,0.03131812,0.2854556,0.004061064,0.003484555,0.001787234,0.0008067288,0.00132342,0.0189922,0.651295,0.0001376676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003781626,0.9979017,0.0001875276,0.000701853,0.00007432894,0.00001740511,0.000009593315,0.000005621485,0.0007238881],"genre_scores_gemma":[0.005253064,0.9930688,0.0009733911,0.0003247488,0.0001020288,0.00003941021,0.00001878455,0.000002014041,0.0002177468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007540808,"threshold_uncertainty_score":0.0398801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228620107573461,"score_gpt":0.4275281609154744,"score_spread":0.3046661501581284,"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."}}