{"id":"W2149619422","doi":"","title":"Radiation dose from initial trauma assessment and resuscitation: review of the literature.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Radiation exposure; Advanced trauma life support; Fluoroscopy; Resuscitation; Medical physics; Radiography; Diagnostic peritoneal lavage; Computed tomography; Medical emergency; Radiology; Intensive care medicine; Emergency medicine; Nuclear medicine; Abdominal trauma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355289,0.00005217545,0.0001261869,0.00003572341,0.00003022561,0.00002002955,0.00003714201,0.00002401499,0.0000153439],"category_scores_gemma":[0.0001480954,0.00003507652,0.00004049259,0.0001904177,0.0000173827,0.0001310329,0.000005590535,0.00008617229,5.459579e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312386,"about_ca_system_score_gemma":0.00002744676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003635632,"about_ca_topic_score_gemma":4.130527e-7,"domain_scores_codex":[0.9994016,0.00005790055,0.0001882267,0.0000988152,0.0001734581,0.00007997529],"domain_scores_gemma":[0.9996226,0.00004174281,0.00009215563,0.0001491248,0.0000457479,0.00004866263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001852014,0.00003342269,0.004051473,0.0001867488,0.00001693134,0.000002118333,0.0002665721,2.930047e-7,0.00005808256,0.0001832792,0.003156794,0.9920258],"study_design_scores_gemma":[0.0007158608,0.00001547593,0.9930395,0.0007384639,0.00005752821,0.000004279702,0.00001242709,0.00003354845,0.0006223079,0.0003650163,0.004360502,0.000035025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8100179,0.09160437,0.00006751361,0.07394939,0.000563607,0.00235658,0.00003856006,0.00004670195,0.02135541],"genre_scores_gemma":[0.989171,0.004382429,0.0001605949,0.00587581,0.0002217133,0.00006471398,0.00004677509,0.000003319104,0.00007369363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919907,"threshold_uncertainty_score":0.1430379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390759220418057,"score_gpt":0.3131495750134353,"score_spread":0.2892419828092547,"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."}}