{"id":"W4308959566","doi":"10.1177/10781552221135121","title":"Safe handling of hazardous drugs","year":2022,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; McMaster University; Cancer Care Ontario; Southlake Regional Health Center; Regional Municipality of Durham; University of Toronto; Kingston Health Sciences Centre","funders":"","keywords":"Guideline; Medicine; Accidental; Hazardous waste; Health care; Pharmacy; Medical emergency; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008437256,0.0001628661,0.000675352,0.0003610587,0.0008905897,0.00000565831,0.0005201313,0.00007860686,0.003006325],"category_scores_gemma":[0.005524208,0.000151657,0.0001857466,0.0003873508,0.00009710343,0.00053685,0.0003761569,0.00311244,0.00009240317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379792,"about_ca_system_score_gemma":0.005563036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224304,"about_ca_topic_score_gemma":0.000003685954,"domain_scores_codex":[0.9938456,0.002989322,0.001736871,0.0001766567,0.0007940836,0.0004574841],"domain_scores_gemma":[0.9802139,0.01366854,0.004641475,0.0002022946,0.001079512,0.0001942446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06302177,0.009324479,0.06416605,0.001029228,0.003925161,0.0056329,0.1055703,0.01040701,0.04889305,0.00368879,0.5235239,0.1608173],"study_design_scores_gemma":[0.008627719,0.0008930741,0.0004088572,0.00007400102,0.0005390689,0.001225118,0.01859606,0.0003658436,0.0005227972,0.0001334991,0.9684818,0.0001321885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807747,0.001890851,0.001392407,0.04525491,0.0161163,0.0006521002,0.00003328412,0.00004732768,0.1268658],"genre_scores_gemma":[0.9781512,0.0005617568,0.01130717,0.007036652,0.001276908,0.00002234053,0.000002864345,0.00004276955,0.001598352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4449578,"threshold_uncertainty_score":0.9991874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08298654180514832,"score_gpt":0.5078588193423224,"score_spread":0.424872277537174,"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."}}