{"id":"W3156184641","doi":"10.1093/annweh/wxab013","title":"Spatial and Temporal Variability in Antineoplastic Drug Surface Contamination in Cancer Care Centers in Alberta and Minnesota","year":2021,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of British Columbia","funders":"","keywords":"Contamination; Environmental health; Medicine; Antineoplastic Drugs; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000619914,0.0002219317,0.0001922436,0.001242738,0.0006954836,0.0008025576,0.0007499037,0.0002604709,0.0003828143],"category_scores_gemma":[0.001529524,0.0002263979,0.0001973191,0.001941558,0.000565596,0.0001960656,0.0007162403,0.0002057024,0.00006497647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007483684,"about_ca_system_score_gemma":0.003582608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8810093,"about_ca_topic_score_gemma":0.9425333,"domain_scores_codex":[0.9989436,0.0001910052,0.00006402182,0.0002466246,0.0003632805,0.0001913303],"domain_scores_gemma":[0.9980807,0.0002980551,0.0005364692,0.00007405139,0.0007238606,0.000286861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005609594,0.00001757838,0.9941543,0.00001739912,0.00002184121,0.0001005534,0.0008642811,0.0002379989,0.000852822,0.0000248871,0.000161271,0.003490931],"study_design_scores_gemma":[0.000001180562,0.00002271478,0.9981999,0.000005269992,0.000006481001,0.00003874371,0.001011432,0.0003534453,0.0001277965,0.000005476152,0.0002243479,0.000003234818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986936,0.0002073382,0.0001618542,0.00005397935,0.000002712675,0.00002217168,0.000412351,0.000009447521,0.0004364829],"genre_scores_gemma":[0.9988295,0.0001250805,0.0003207191,0.00003256655,0.00000256563,0.000008986858,0.0003944683,0.000001896535,0.0002842403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189907,"threshold_uncertainty_score":0.2393828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469763070601445,"score_gpt":0.3973363460679449,"score_spread":0.3426387153619304,"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."}}