{"id":"W4205535522","doi":"10.1177/10781552211072877","title":"Canadian monitoring program of the surface contamination with 11 antineoplastic drugs in 122 centers","year":2022,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":17,"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; Docetaxel; Antineoplastic Drugs; Vinorelbine; Contamination; Therapeutic drug monitoring; Cyclophosphamide; Paclitaxel; Pharmacology; Internal medicine; Drug; 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":[0.001191417,0.0005457503,0.0002754915,0.00269291,0.001460803,0.0008595805,0.001190703,0.0003191071,0.002129224],"category_scores_gemma":[0.002025276,0.0002743932,0.0002837075,0.003379666,0.0003368693,0.0001683995,0.0006169457,0.0002413959,0.0003534477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644804,"about_ca_system_score_gemma":0.02440097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9335561,"about_ca_topic_score_gemma":0.9374406,"domain_scores_codex":[0.9972752,0.0002013068,0.00008480099,0.0003543343,0.001722935,0.0003614741],"domain_scores_gemma":[0.9950289,0.0001434633,0.0006287498,0.0001017188,0.003705577,0.0003915973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685826,0.00008391404,0.9249589,0.0003612275,0.00005940581,0.0001329553,0.0007870356,0.0006694981,0.007982885,0.000200062,0.007510971,0.05708453],"study_design_scores_gemma":[0.000006246929,0.00009087403,0.9859893,0.00003950961,0.00001692954,0.00007145401,0.0003890161,0.0005653687,0.002104684,0.00001670512,0.01069841,0.00001141951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431678,0.002554776,0.004355012,0.001052988,0.0000503714,0.0009467878,0.03079905,0.000345842,0.01672738],"genre_scores_gemma":[0.968897,0.001451239,0.009624761,0.0002774476,0.00002402372,0.0002077109,0.01212409,0.00003358258,0.007360116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06644392,"threshold_uncertainty_score":0.1336704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04289665121942324,"score_gpt":0.4396763535561042,"score_spread":0.396779702336681,"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."}}