{"id":"W2043707387","doi":"10.1080/15459624.2013.789743","title":"Antineoplastic Drug Contamination of Surfaces Throughout the Hospital Medication System in Canadian Hospitals","year":2013,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Occupational Cancer Research Centre; Cancer Care Ontario; Toronto Metropolitan University; University of British Columbia","funders":"Canadian Institutes of Health Research; Health Canada; WorkSafe Victoria; Michael Smith Health Research BC","keywords":"Contamination; Antineoplastic Drugs; Body surface area; Medicine; Drug; Toxicology; Environmental health; Environmental science; Surgery; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00070546,0.0001055364,0.0002234152,0.0001501119,0.0001944816,0.000008120835,0.0001338837,0.00006874475,0.0001353583],"category_scores_gemma":[0.0001779998,0.00007063742,0.00003928104,0.00008659741,0.0001301803,0.000286103,0.00003446798,0.0002275505,0.00003624945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342993,"about_ca_system_score_gemma":0.0003230006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993551,"about_ca_topic_score_gemma":0.003907245,"domain_scores_codex":[0.9984366,0.0001268068,0.0007220598,0.0001026932,0.000383976,0.0002278617],"domain_scores_gemma":[0.9984576,0.0006236355,0.0006340031,0.00008505175,0.00007031406,0.0001293572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003016764,0.00004898804,0.9954718,0.00006109154,0.00002144897,0.000003723068,0.002082755,0.0001309593,0.0003556601,0.0003135651,0.0005070032,0.0009728392],"study_design_scores_gemma":[0.0007402933,0.00008479947,0.9888108,0.0002512627,0.00002148321,0.00001371926,0.00811973,0.001481567,0.00009490245,0.00005079272,0.0002592702,0.00007134631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974404,0.0002942155,0.00008417806,0.001002807,0.000570955,0.0003191317,0.00003893435,0.000003532345,0.000245859],"genre_scores_gemma":[0.9993837,0.00009780427,0.0001848611,0.00007047653,0.0001171545,0.00001229521,0.00002663588,0.00000897683,0.0000980457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602827,"threshold_uncertainty_score":0.9865908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154538443893852,"score_gpt":0.3033054345878133,"score_spread":0.2917600501488748,"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."}}