{"id":"W2163533123","doi":"10.1186/1472-6963-11-12","title":"Monitoring Community Pharmacist's Quality of Care: A feasibility study of using pharmacy claims data to assess performance","year":2011,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; McGill University","funders":"","keywords":"Medicine; Pharmacy; Pharmacist; Medical prescription; Health administration; Public health; Health care; Quality (philosophy); Health informatics; Quality assurance; Accreditation; Family medicine; Operationalization; Descriptive statistics; Medical emergency; Nursing; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01125421,0.0001863287,0.0007367271,0.0002575698,0.0004662017,0.00001834695,0.001223066,0.00004973065,0.00006906248],"category_scores_gemma":[0.0001765105,0.0001631404,0.00005624773,0.0009891081,0.00009115347,0.0005702314,0.001451234,0.001352179,0.00001028361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573361,"about_ca_system_score_gemma":0.000823312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02898963,"about_ca_topic_score_gemma":0.0008754751,"domain_scores_codex":[0.9917957,0.004367003,0.001156138,0.0004448598,0.001570901,0.0006653573],"domain_scores_gemma":[0.9947233,0.001224227,0.0003902691,0.001975527,0.001036602,0.0006500985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004932324,0.00355191,0.9403337,0.01891424,0.00006076085,0.000001880847,0.02785729,0.00000909167,0.001961668,0.000001824738,0.000001533504,0.00237372],"study_design_scores_gemma":[0.004105134,0.001759266,0.9355611,0.0005738802,0.00005802041,0.000003050121,0.04578979,0.005530448,0.006384414,0.000005227565,0.0001011287,0.0001285675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958717,0.0005007748,0.00002576166,0.00003557732,0.0002127348,0.002922025,0.00007993721,0.00002824847,0.0003232533],"genre_scores_gemma":[0.9973327,0.0001989763,0.002156748,0.0001407627,0.00008900939,0.00002520602,0.00002462723,0.00002414049,0.000007824267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02811415,"threshold_uncertainty_score":0.9774764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9274415069826001,"score_gpt":0.7006822149618588,"score_spread":0.2267592920207413,"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."}}