{"id":"W2272671044","doi":"10.1016/j.carj.2015.07.002","title":"Radiation Dose Survey for Common Computed Tomography Exams: 2013 British Columbia Results","year":2015,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; Interior Health; Vancouver Coastal Health; University of British Columbia, Okanagan Campus; University of British Columbia; Island Health","funders":"Health Canada","keywords":"Medicine; Computed tomography; Medical physics; Radiation dose; Nuclear medicine; Radiation exposure; Radiology; Low Dose Radiation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00373444,0.0001138561,0.0004743735,0.0002977035,0.0002282907,0.0002776266,0.0001643315,0.0002275451,0.00003520318],"category_scores_gemma":[0.003569581,0.0001631556,0.0001710172,0.0004431184,0.00006136097,0.0002538381,0.000007751903,0.0003100566,0.000005683192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706989,"about_ca_system_score_gemma":0.001420991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2860431,"about_ca_topic_score_gemma":0.6062355,"domain_scores_codex":[0.9978523,0.000396533,0.0007479552,0.0002129412,0.0003495252,0.0004407529],"domain_scores_gemma":[0.9967598,0.0004115901,0.0009126171,0.00017442,0.0008735307,0.0008680049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005770757,0.00002436765,0.4845835,0.000006412472,0.0001165302,0.00001725086,0.0001225218,0.000115993,0.000007414412,0.000002925422,0.5011526,0.01379281],"study_design_scores_gemma":[0.005424592,0.0003169026,0.9395794,0.00005196232,0.0000631393,0.0002668711,0.00007225088,0.001720696,0.00001332701,0.0001572616,0.05217575,0.0001578049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876571,0.001234093,0.0006423676,0.00451964,0.001723137,0.0008582221,0.001628216,0.00005895476,0.001678209],"genre_scores_gemma":[0.9951656,0.0001901925,0.00062882,0.0008748539,0.0005372613,0.000009229223,0.001109347,0.00002248012,0.001462209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4549959,"threshold_uncertainty_score":0.7187112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360146863933346,"score_gpt":0.2758930153099071,"score_spread":0.2422915466705737,"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."}}