{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00218448,0.0001493352,0.0005214036,0.0003145072,0.0001290247,0.0000125247,0.0001905893,0.0001236139,0.0003437081],"category_scores_gemma":[0.004153333,0.0001437017,0.00005943061,0.0005695969,0.00007110419,0.0005919475,0.00005218263,0.001341803,0.0000361467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987654,"about_ca_system_score_gemma":0.008943016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006533459,"about_ca_topic_score_gemma":0.006178304,"domain_scores_codex":[0.9968011,0.001081692,0.001027055,0.0001844386,0.0004099387,0.0004958025],"domain_scores_gemma":[0.9908556,0.005535022,0.001658272,0.0001351549,0.001535746,0.0002802306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007020805,0.002463407,0.8930434,0.0004241109,0.0006463885,0.006608061,0.01511741,0.001213688,0.007491808,0.00006720432,0.004942615,0.06096109],"study_design_scores_gemma":[0.02937473,0.002139466,0.2624636,0.002350421,0.0008860069,0.001916564,0.02888041,0.001106239,0.003412612,0.000008836613,0.6670381,0.0004229739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857343,0.0003318377,0.0000480155,0.005176953,0.001856133,0.0003546164,0.000006854564,0.0000150736,0.006476169],"genre_scores_gemma":[0.9872289,0.0004223664,0.01095433,0.0003094027,0.0003639665,0.000007749581,0.000004902559,0.00002889221,0.000679536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620955,"threshold_uncertainty_score":0.9966754,"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."}}