{"id":"W4413879824","doi":"10.3390/pharmacy13050121","title":"Assessing Pharmacy Costs of Intravenous Push Controlled Substance Waste in Hospital-Based Areas: A Multi-Site Study","year":2025,"lang":"en","type":"article","venue":"Pharmacy","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"Fresenius Kabi","keywords":"Pharmacy; Medicine; Emergency medicine; Medical emergency; Nursing","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":[0.002408011,0.0005294139,0.0003980277,0.003000635,0.0007571742,0.001484308,0.0008299149,0.0005914631,0.001536155],"category_scores_gemma":[0.01130308,0.0005135948,0.00068633,0.002959725,0.0004297778,0.001459908,0.001801556,0.0006866287,0.0002024959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002816122,"about_ca_system_score_gemma":0.002319082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02465517,"about_ca_topic_score_gemma":0.03214561,"domain_scores_codex":[0.9963988,0.001400645,0.0005485801,0.0003846362,0.0008385902,0.0004287211],"domain_scores_gemma":[0.9814301,0.003448055,0.0109481,0.0004757774,0.002443324,0.00125467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008960769,0.0002276821,0.9939235,0.00004655475,0.00006864453,0.0001035703,0.0003003207,0.0003187171,0.0001033647,0.00002943324,0.0001374399,0.004651132],"study_design_scores_gemma":[0.00001050774,0.0007028866,0.9943645,0.00004048777,0.00004465917,0.0002353031,0.002515641,0.001561156,0.0001607217,0.00003426358,0.0003146743,0.00001521018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989389,0.00006775795,0.000244202,0.00004913253,0.000001986136,0.00006321327,0.0004294092,0.000004537479,0.0002007562],"genre_scores_gemma":[0.9988247,0.0001251668,0.0004675774,0.00004602054,0.000007693577,0.00005968578,0.0003475358,0.000004097687,0.0001174739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02465517,"threshold_uncertainty_score":0.04902333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08792684579950164,"score_gpt":0.4793501197738534,"score_spread":0.3914232739743518,"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."}}