{"id":"W2140441093","doi":"10.1200/jop.091014","title":"Safe Handling of Parenteral Cytotoxics: Recommendations for Ontario","year":2009,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Cancer Care Ontario; Ottawa Hospital; Children's Hospital of Eastern Ontario; University Health Network","funders":"","keywords":"Medicine; Adverse effect; MEDLINE; Intensive care medicine; Environmental health; Cancer; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003101701,0.0001161894,0.0005062618,0.0001984648,0.0003400664,0.000006936913,0.0002129728,0.0002125473,0.0003342532],"category_scores_gemma":[0.007272872,0.0001003875,0.0001471606,0.0001097678,0.00003701081,0.0005214601,0.00003201931,0.001069011,0.00002311783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088972,"about_ca_system_score_gemma":0.003782797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368132,"about_ca_topic_score_gemma":0.001420019,"domain_scores_codex":[0.9974838,0.0005077746,0.001370264,0.000119157,0.0002046923,0.0003142777],"domain_scores_gemma":[0.9863394,0.009113209,0.002971958,0.0001452599,0.001308526,0.0001215925],"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":[0.0325689,0.008289042,0.08419169,0.0004265812,0.001920128,0.0003147105,0.1064022,0.0006638147,0.01088527,0.01339066,0.5636937,0.1772533],"study_design_scores_gemma":[0.004717777,0.003268872,0.010102,0.0003902571,0.0003392897,0.0002286839,0.005393038,0.00006214795,0.0001645109,0.001207735,0.9740179,0.0001077719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6221529,0.0003555675,0.05542142,0.2203972,0.0138755,0.001659317,0.00004252018,0.00004683148,0.08604874],"genre_scores_gemma":[0.6866791,0.0002573431,0.2992246,0.009408973,0.001578578,0.00001538418,0.0000135564,0.00002573838,0.002796677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4103242,"threshold_uncertainty_score":0.8706833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124577497194456,"score_gpt":0.5147709228707612,"score_spread":0.3901934256763052,"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."}}