{"id":"W3099963356","doi":"10.2106/jbjs.19.01053","title":"Orthopaedic Surgeon Brain Radiation During Fluoroscopy","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cadaveric spasm; Fluoroscopy; Dosimeter; Nuclear medicine; Cadaver; Radiography; Radiation exposure; Confidence interval; Orthopedic surgery; Lead apron; Radiation dose; Surgery; Dosimetry; Internal medicine","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":[0.0007216838,0.0003136425,0.0002373574,0.0007682102,0.0002956275,0.0004581519,0.0003469773,0.000306333,0.003145539],"category_scores_gemma":[0.002835023,0.000187005,0.0003495506,0.0004603285,0.0006073925,0.0002636188,0.000434163,0.0003099585,0.0005666618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042995,"about_ca_system_score_gemma":0.0005837178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829046,"about_ca_topic_score_gemma":0.003635558,"domain_scores_codex":[0.999196,0.0001955513,0.00004872321,0.000146931,0.0003523212,0.00006047266],"domain_scores_gemma":[0.99753,0.0008323391,0.000920906,0.0002370488,0.0003962812,0.00008354402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003163579,0.0002480945,0.5079142,0.001566416,0.0004900723,0.003977005,0.002720829,0.005164667,0.2551926,0.0006385709,0.001794633,0.2171293],"study_design_scores_gemma":[0.00003757842,0.005027719,0.8707442,0.0005086545,0.0002876928,0.02862796,0.001320975,0.001345222,0.08170276,0.0006039137,0.009729283,0.00006411126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829827,0.002479778,0.009144383,0.00007218045,0.00003090567,0.00004167619,0.0002709816,0.00006417627,0.004913268],"genre_scores_gemma":[0.9937023,0.00120604,0.003348539,0.00008700798,0.00001826679,0.00002600502,0.0002155726,0.0000336079,0.001362744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003145539,"threshold_uncertainty_score":0.0105229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329193364613094,"score_gpt":0.2445752455261924,"score_spread":0.2212833118800615,"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."}}