{"id":"W3128521569","doi":"10.1177/1078155221992103","title":"Surface contamination with nine antineoplastic drugs in 109 canadian centers; 10 years of a monitoring program","year":2021,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Contamination; Docetaxel; Antineoplastic Drugs; Cabazitaxel; Drug packaging; Body surface area; Adverse effect; Cyclophosphamide; Ifosfamide; Biological safety; Toxicology; Internal medicine; Pharmacology; Cancer; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232757,0.0007803574,0.0003869685,0.001665036,0.002718798,0.001295102,0.001522249,0.0006804091,0.001161566],"category_scores_gemma":[0.00202941,0.0008000775,0.0003684259,0.002980105,0.001166353,0.0003825334,0.001261478,0.000492706,0.0003376593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01972656,"about_ca_system_score_gemma":0.02442382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9504672,"about_ca_topic_score_gemma":0.9561911,"domain_scores_codex":[0.9968711,0.0002033512,0.00008509288,0.0005475511,0.00114278,0.001150248],"domain_scores_gemma":[0.9970596,0.0001471372,0.0006636764,0.0001215916,0.00139937,0.0006085151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226173,0.0001205456,0.9865762,0.00004617475,0.00002115611,0.0001337231,0.0009784224,0.0001298339,0.001037757,0.00001873366,0.0006280314,0.0101868],"study_design_scores_gemma":[0.000005489501,0.0001266651,0.9971028,0.0000127375,0.00001420561,0.00005969123,0.0009036858,0.0002360255,0.0004124861,0.000004725076,0.001112108,0.000009342676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960801,0.0002269857,0.0002450079,0.0001026873,0.000006983221,0.0001690972,0.001671954,0.00002945271,0.001467733],"genre_scores_gemma":[0.9952205,0.0002923425,0.001214264,0.0001607921,0.00000946147,0.00006591682,0.001559297,0.000007851318,0.001469639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04953277,"threshold_uncertainty_score":0.1431269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306216213683709,"score_gpt":0.4587266509713477,"score_spread":0.4056644888345107,"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."}}