{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003481145,0.0001379787,0.0003698046,0.0002699254,0.0005050395,0.000007811594,0.0004158632,0.00005504597,0.000130174],"category_scores_gemma":[0.001701349,0.0001033897,0.00006486581,0.0006074745,0.0000727951,0.0004185528,0.0001303035,0.001994197,0.000005499276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447532,"about_ca_system_score_gemma":0.007591872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02546179,"about_ca_topic_score_gemma":0.00970532,"domain_scores_codex":[0.9958283,0.00209386,0.0009078521,0.0001458833,0.0005652982,0.0004587719],"domain_scores_gemma":[0.9920635,0.004806024,0.002200841,0.0001447162,0.0006122437,0.0001726285],"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":[0.001870943,0.001112287,0.9789451,0.0000804711,0.0001259889,0.0002725742,0.008860657,0.002855505,0.0006768076,0.00005007265,0.001713157,0.00343648],"study_design_scores_gemma":[0.02625003,0.001901553,0.2518174,0.0006362936,0.0006546721,0.001216138,0.06881065,0.001651571,0.0007420332,0.00001295238,0.6459995,0.0003072181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768341,0.00009715481,0.0000178565,0.01566325,0.003928198,0.0006583277,0.000009393533,0.00001143046,0.002780301],"genre_scores_gemma":[0.9971102,0.00006599885,0.001722206,0.0005865312,0.0002127359,0.00002463924,0.000001405425,0.00002408947,0.0002521746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7271277,"threshold_uncertainty_score":0.9980342,"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."}}