{"id":"W2089109672","doi":"10.12927/hcq..17669","title":"Inappropriate Prescribing Practices: The Challenge and Opportunity for Patient Safety","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medical prescription; Medicine; Patient safety; Dosing; Clinical decision support system; Pharmacy; Electronic prescribing; Medical emergency; Adverse effect; Computerized physician order entry; Family medicine; Health care; Intensive care medicine; Nursing; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03882384,0.00078778,0.001839406,0.002825895,0.006947035,0.01769362,0.003138809,0.01199477,0.006753719],"category_scores_gemma":[0.07180481,0.0008586482,0.00119185,0.001757906,0.01159339,0.02212229,0.01360549,0.01243801,0.002654078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004480802,"about_ca_system_score_gemma":0.01233052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479249,"about_ca_topic_score_gemma":0.004021865,"domain_scores_codex":[0.9640985,0.01975035,0.002362025,0.002910779,0.008721655,0.002156695],"domain_scores_gemma":[0.8853704,0.06372786,0.01425132,0.007720775,0.01072818,0.01820147],"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":[0.0004361422,0.0006586233,0.1085581,0.001719996,0.0003796569,0.003617913,0.01609193,0.001855,0.00138297,0.085743,0.1023397,0.6772169],"study_design_scores_gemma":[0.0001693873,0.002395233,0.093047,0.005803633,0.0002222536,0.02070612,0.08504065,0.008487199,0.001215019,0.3707859,0.4114904,0.0006373375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03416081,0.01804087,0.01343128,0.9162834,0.002288555,0.00005851854,0.0001240622,0.0002426604,0.0153697],"genre_scores_gemma":[0.7514924,0.0372304,0.03809466,0.1478406,0.01971652,0.0002837208,0.000225135,0.0002176129,0.004898927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03882384,"threshold_uncertainty_score":0.2053226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166673114957396,"score_gpt":0.4234225344705792,"score_spread":0.2067552229748396,"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."}}