{"id":"W2139393067","doi":"10.1080/15459624.2015.1029618","title":"Health Care Workers’ Knowledge, Perceptions, and Behaviors Regarding Antineoplastic Drugs: Survey From British Columbia, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Toronto Metropolitan University","funders":"","keywords":"Antineoplastic Drugs; Pharmacy; Medicine; Risk perception; Perception; Family medicine; Health care; Personal protective equipment; Nursing; Hygiene; Occupational safety and health; Environmental health; Psychology; 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":[0.0005774337,0.0002368942,0.000280405,0.0009899914,0.002319359,0.0008424734,0.0008170689,0.0004000049,0.003056606],"category_scores_gemma":[0.001617126,0.0002940376,0.0002230486,0.002563713,0.0004232299,0.0002078076,0.0004700885,0.0005492388,0.0005349834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110836,"about_ca_system_score_gemma":0.01575446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921916,"about_ca_topic_score_gemma":0.9957117,"domain_scores_codex":[0.9992111,0.00006225613,0.0000605807,0.0000829639,0.0003911927,0.0001918608],"domain_scores_gemma":[0.9973316,0.0001796018,0.0002163449,0.00003215386,0.001665439,0.0005748594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007308391,0.0001413104,0.9752226,0.0001747316,0.00002432985,0.0002451901,0.00404234,0.00007823274,0.0008449128,0.0000437729,0.004603243,0.01450621],"study_design_scores_gemma":[0.000007738064,0.00004623635,0.992404,0.00007226787,0.000009877474,0.00005584647,0.004871984,0.0001239877,0.0001036737,0.000006692165,0.002287789,0.000009928663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988116,0.0006430789,0.0001016255,0.0005796076,0.00001636239,0.0001107862,0.003744079,0.00001066839,0.006677725],"genre_scores_gemma":[0.993517,0.0009944426,0.0002543633,0.0005016492,0.000006007012,0.00005162523,0.001463149,0.000005420624,0.003206188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110836,"threshold_uncertainty_score":0.0805971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984234469241324,"score_gpt":0.3266315707229262,"score_spread":0.2967892260305129,"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."}}