{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529874,0.0001548589,0.0005214865,0.0001232587,0.000117467,0.000009506945,0.00004859074,0.000117037,0.00002130232],"category_scores_gemma":[0.000462503,0.0001521787,0.00001811224,0.0003090811,0.00007176196,0.00009166021,0.00009521648,0.0003520338,4.916167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004791626,"about_ca_system_score_gemma":0.0007779771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.108674,"about_ca_topic_score_gemma":0.379501,"domain_scores_codex":[0.9975792,0.0006785252,0.0007733785,0.0003816728,0.0001442644,0.00044297],"domain_scores_gemma":[0.9979057,0.001450472,0.0002425295,0.0001368921,0.0001377962,0.000126654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687519,0.00008142301,0.9784508,0.001028763,0.000005417434,0.000008273453,0.01545094,0.00002097531,0.000009317725,0.0001395551,0.0002926984,0.004343057],"study_design_scores_gemma":[0.001682874,0.00007159248,0.9909008,0.002097733,0.000003693023,0.000001042908,0.004450014,0.0001973255,0.00002745259,0.00009587561,0.0003556318,0.0001159519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980179,0.003565611,0.00001506886,0.0154193,0.0002492447,0.0004370046,0.00002727179,0.000006039676,0.0001014706],"genre_scores_gemma":[0.9955589,0.003470173,0.0001565219,0.0006373709,0.00004382846,0.00001422517,0.00002982795,0.00001301586,0.00007615654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708269,"threshold_uncertainty_score":0.8972614,"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."}}