{"id":"W2061234999","doi":"10.1080/15459620701793050","title":"Estimating Nurses' Exposures to Ionizing Radiation: The Elusive Gold Standard","year":2007,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Cohort; Emergency medicine; Cohort study; Environmental health; Ionizing radiation; Radiation exposure; Gold standard (test); Acute care; Health care; Medical emergency; Family medicine; Nuclear medicine; Pathology; Internal medicine","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":[0.009439454,0.0006861237,0.0006359675,0.001809672,0.0007531084,0.001752707,0.001423327,0.0008429632,0.0002685286],"category_scores_gemma":[0.03894796,0.0003951022,0.0002320038,0.001541774,0.0009849746,0.0008732179,0.001223998,0.0006879954,0.0001849836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291047,"about_ca_system_score_gemma":0.003551431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4205875,"about_ca_topic_score_gemma":0.526836,"domain_scores_codex":[0.9915438,0.003066352,0.0005988299,0.00104128,0.003300107,0.0004497291],"domain_scores_gemma":[0.9836755,0.006118244,0.003497782,0.00113796,0.005139427,0.000431108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002385358,0.000008335979,0.9890358,0.00003935271,0.00005398288,0.00001867049,0.0004508112,0.0002695882,0.00009150033,0.00003589381,0.0001693378,0.009802913],"study_design_scores_gemma":[0.000005670865,0.00005646378,0.9953368,0.0000790518,0.00004327466,0.00007010566,0.001111799,0.00208408,0.0001888194,0.000142649,0.0008654264,0.00001584432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902014,0.001953237,0.005104508,0.0004629109,0.00002143162,0.0000587944,0.0004566434,0.00002671111,0.001714346],"genre_scores_gemma":[0.9942867,0.0005675898,0.004446913,0.0001209478,0.0000137077,0.00002121283,0.0002798637,0.000005791527,0.0002572616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4205875,"threshold_uncertainty_score":0.8362789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361018180651203,"score_gpt":0.2978807313281208,"score_spread":0.2842705495216088,"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."}}