{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017561,0.0001353348,0.0004187141,0.0001701018,0.0002019083,0.00000232086,0.000218698,0.0001839571,0.0007876743],"category_scores_gemma":[0.002822326,0.000122893,0.00006174619,0.0002160908,0.00009284088,0.00006952876,0.000187636,0.0005514866,0.0007388616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494706,"about_ca_system_score_gemma":0.002175013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005298773,"about_ca_topic_score_gemma":0.0001031214,"domain_scores_codex":[0.9976039,0.0004612063,0.001106309,0.0002311906,0.0001929034,0.000404498],"domain_scores_gemma":[0.9969282,0.001233429,0.0005296789,0.0002826746,0.0008098554,0.0002161532],"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":[0.0002437747,0.000730636,0.07204975,0.0001895466,0.00005431873,0.000003983892,0.006874272,0.00005929992,0.0004561993,0.004535459,0.8077275,0.1070753],"study_design_scores_gemma":[0.002323696,0.0002247763,0.0005746156,0.0002455099,0.00004148657,0.000003559716,0.00245401,0.00145521,0.0001344984,0.001379254,0.9910389,0.000124489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5607597,0.003510847,0.1243279,0.03490782,0.06406059,0.002641192,0.0002181906,0.0004788164,0.2090949],"genre_scores_gemma":[0.8753268,0.0009631186,0.1079959,0.002661885,0.006030141,0.0003803408,0.0009181658,0.0001431514,0.005580565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3145671,"threshold_uncertainty_score":0.9496818,"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."}}