{"id":"W1966812025","doi":"10.3747/co.21.2151","title":"Safe Handling of Cytotoxics: Guideline Recommendations","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Juravinski Hospital; McMaster University; Cancer Care Ontario; St. Joseph’s Healthcare Hamilton; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Guideline; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01698445,0.002427688,0.003152719,0.008977246,0.00173282,0.003825398,0.009493019,0.01344826,0.008894776],"category_scores_gemma":[0.08985665,0.00146026,0.006641279,0.007385319,0.001632943,0.005002612,0.002799594,0.008685629,0.005499744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007545719,"about_ca_system_score_gemma":0.03875578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02803015,"about_ca_topic_score_gemma":0.04146429,"domain_scores_codex":[0.9754473,0.01008902,0.006969103,0.0009874881,0.005612596,0.0008943624],"domain_scores_gemma":[0.9315674,0.02269028,0.007085341,0.001155572,0.03546801,0.002033443],"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":[0.0001164218,0.0002638692,0.001151277,0.08747563,0.0006290242,0.0007346176,0.0009126849,0.001325319,0.0004086063,0.00641341,0.6353678,0.2652014],"study_design_scores_gemma":[0.0005012947,0.000110618,0.002298024,0.3417966,0.002025783,0.0007328595,0.0005949495,0.0007142142,0.0003452288,0.009465726,0.641275,0.000139581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002331814,0.3582567,0.02003971,0.5010703,0.02691088,0.0159054,0.008478069,0.0008865476,0.06612056],"genre_scores_gemma":[0.01869301,0.5350153,0.2291663,0.1589439,0.006074404,0.01827794,0.01513177,0.0002201533,0.01847734],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02803015,"threshold_uncertainty_score":0.08982342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4321710637357223,"score_gpt":0.5832347293661047,"score_spread":0.1510636656303823,"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."}}