{"id":"W3112915365","doi":"10.1093/rpd/ncaa190","title":"ASSESSMENT OF OCCUPATIONAL RADIATION DOSES OF MEDICAL RADIATION WORKERS IN TWO COMMUNITY HOSPITALS","year":2020,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Grand River Hospital; University of Waterloo","funders":"","keywords":"Occupational exposure; Medicine; Workload; Radiological weapon; Radiation protection; Medical radiation; Radiation exposure; Environmental health; Occupational medicine; Occupational safety and health; Nuclear medicine; Medical physics; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001774146,0.0004426472,0.0004370535,0.002069941,0.0004885345,0.0006564776,0.0005943508,0.0008458332,0.001040222],"category_scores_gemma":[0.005614273,0.0003678826,0.0005262869,0.001076613,0.0003299517,0.0003163962,0.001314416,0.0003575358,0.0001683574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094136,"about_ca_system_score_gemma":0.0008468404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007870397,"about_ca_topic_score_gemma":0.008893015,"domain_scores_codex":[0.9986381,0.0005001415,0.0001139856,0.0002142941,0.0003748344,0.0001586612],"domain_scores_gemma":[0.9964168,0.001252639,0.001042161,0.0002500127,0.0005610001,0.0004772814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003057872,0.000138261,0.9893605,0.00002278508,0.00005738114,0.0002179269,0.0005639159,0.0005463057,0.0009973809,0.00003991891,0.00006697405,0.007682909],"study_design_scores_gemma":[0.00001726841,0.0006479785,0.9952481,0.00001528112,0.00003054748,0.0003001029,0.001084298,0.001637658,0.0006595424,0.00009096495,0.0002525436,0.00001569054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994715,0.00005860239,0.0002106639,0.00001439957,7.827385e-7,0.00001589705,0.00005311312,0.00000417663,0.0001708447],"genre_scores_gemma":[0.9992577,0.00005671022,0.0004217745,0.000009309455,0.000002561407,0.00001472435,0.0000919231,0.000001518873,0.0001436179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007870397,"threshold_uncertainty_score":0.0156492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754642433246162,"score_gpt":0.3809161223313818,"score_spread":0.3433696979989202,"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."}}