{"id":"W2965546869","doi":"10.1177/1715163519861420","title":"Medication management issues identified during home medication reviews for ambulatory community pharmacy patients","year":2019,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada); University of Toronto; University of Waterloo","funders":"Canadian Foundation for Pharmacy","keywords":"Medicine; Pharmacy; Ambulatory; Medication therapy management; Polypharmacy; Adverse effect; Family medicine; Medical prescription; Ambulatory care; Pharmacotherapy; Community pharmacy; Pharmacist; Emergency medicine; Health care; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000690683,0.0001750762,0.0003142491,0.0008221674,0.0009090828,0.0007405698,0.0003343251,0.0004968724,0.002363387],"category_scores_gemma":[0.004304823,0.00020063,0.0002964451,0.0008584911,0.0002750918,0.0004752664,0.0008062261,0.0006400665,0.0001794345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008959844,"about_ca_system_score_gemma":0.001065187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007930559,"about_ca_topic_score_gemma":0.02376554,"domain_scores_codex":[0.9986608,0.0002895488,0.0002359092,0.0001259003,0.0004961987,0.0001915811],"domain_scores_gemma":[0.9935621,0.0008618425,0.00444602,0.00008625665,0.0004635655,0.0005801569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008763531,0.0001468451,0.986148,0.0001199384,0.00003094511,0.0011956,0.001176385,0.00001904129,0.0004528584,0.00001354297,0.0006471291,0.009962015],"study_design_scores_gemma":[0.000009194676,0.0002117419,0.9947076,0.00007102273,0.00002198363,0.002492831,0.00157255,0.00008479702,0.0001526674,0.00001311581,0.0006568934,0.00000555988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971256,0.0005956246,0.00006620424,0.0002529018,0.000008922754,0.00007900431,0.0001712223,0.000008608748,0.001691908],"genre_scores_gemma":[0.9987942,0.0003491147,0.0002120499,0.0002375292,0.0000271303,0.0000246881,0.0001245437,0.000001871917,0.0002288129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007930559,"threshold_uncertainty_score":0.01576877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123269079458336,"score_gpt":0.3776433547094574,"score_spread":0.2653164467636239,"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."}}