{"id":"W2326391334","doi":"10.1016/j.jacr.2016.01.014","title":"Occupational Dose and Dose Limits: Experience in a Large Multisite Hospital System","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Cumulative dose; Equivalent dose; Emergency medicine; Nuclear medicine; Dosimetry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00335432,0.0008499775,0.0005516945,0.0009250054,0.003977936,0.001243645,0.001715049,0.001435668,0.006709286],"category_scores_gemma":[0.007669387,0.0007004651,0.0008126318,0.0009656317,0.001698514,0.001018389,0.002902898,0.001571579,0.001485485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004237153,"about_ca_system_score_gemma":0.005055319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207218,"about_ca_topic_score_gemma":0.05300019,"domain_scores_codex":[0.9975715,0.001290911,0.0001269052,0.0002826383,0.0003233296,0.0004047113],"domain_scores_gemma":[0.9923061,0.00284446,0.0006144696,0.0008830125,0.001208383,0.00214358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005092129,0.02435926,0.7542868,0.0002886166,0.0001879199,0.009394978,0.03018024,0.0125974,0.01661385,0.0004157357,0.003510376,0.1430728],"study_design_scores_gemma":[0.001239187,0.06401872,0.7977538,0.0001847381,0.0004390793,0.01610451,0.05928216,0.01763553,0.02316612,0.001426405,0.01824382,0.000505844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971795,0.00008270487,0.001110227,0.0002213789,0.000007584385,0.00006782477,0.00007934119,0.00007187017,0.00117952],"genre_scores_gemma":[0.9952816,0.0001388667,0.002356976,0.0001690024,0.00001688153,0.00003447904,0.00009976029,0.00007959131,0.001822899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207218,"threshold_uncertainty_score":0.04388738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122076399286535,"score_gpt":0.2876217992488953,"score_spread":0.2764010352560299,"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."}}