{"id":"W2341576176","doi":"10.1177/1078155216643860","title":"Pilot study of biological monitoring of four antineoplastic drugs among Canadian healthcare workers","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":25,"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; Pharmacy; Antineoplastic Drugs; Personal protective equipment; Health care; Family medicine; Internal medicine; Pharmacology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004706222,0.0002429015,0.0009412484,0.0005746728,0.000334821,0.000004948509,0.000505756,0.0001296395,0.0001915838],"category_scores_gemma":[0.01100395,0.0001606174,0.0001046333,0.0004270398,0.0001992513,0.0005695362,0.0001267313,0.001417488,0.00003688955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005490254,"about_ca_system_score_gemma":0.006047741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04261696,"about_ca_topic_score_gemma":0.007034519,"domain_scores_codex":[0.9935941,0.002767355,0.00212478,0.0002579271,0.0005456271,0.000710215],"domain_scores_gemma":[0.973653,0.01937095,0.004222626,0.0002478911,0.001912043,0.0005934779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004309762,0.001203158,0.9806907,0.00009145585,0.0003634164,0.0003670449,0.003159484,0.00002237263,0.002955027,0.00001996278,0.001678938,0.005138683],"study_design_scores_gemma":[0.02296611,0.01602033,0.8720843,0.002066678,0.0007881953,0.0003568612,0.05842787,0.00002141673,0.0006783818,0.00004494038,0.0261884,0.0003564801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837218,0.0001891234,0.00009081339,0.008150952,0.005619735,0.0005985679,0.00001376012,0.00001768323,0.001597593],"genre_scores_gemma":[0.9964035,0.0004384901,0.001661567,0.0002859974,0.001023616,0.00001331991,4.1091e-7,0.00003232463,0.000140822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086064,"threshold_uncertainty_score":0.9995871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055350917586895,"score_gpt":0.4905597028592851,"score_spread":0.2850246111005956,"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."}}