{"id":"W3162598132","doi":"10.1148/rg.2021200181","title":"CT of Penetrating Abdominopelvic Trauma","year":2021,"lang":"en","type":"article","venue":"Radiographics","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health","keywords":"Medicine; Penetrating trauma; Radiology; Abdomen; Focused assessment with sonography for trauma; Penetrating wounds; Surgery; Blunt; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775409,0.0007421913,0.0002904398,0.003406286,0.0008190185,0.0006101804,0.0006235238,0.002003069,0.03907464],"category_scores_gemma":[0.002019246,0.0006146192,0.0003229924,0.001347236,0.0009300391,0.001563347,0.0006158442,0.001675278,0.004579169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008460428,"about_ca_system_score_gemma":0.0008181304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006916816,"about_ca_topic_score_gemma":0.0052039,"domain_scores_codex":[0.9998179,0.00003213959,0.00003269625,0.00003390958,0.00003583339,0.00004749951],"domain_scores_gemma":[0.9996629,0.0001171382,0.00003740518,0.00004125261,0.00006310634,0.00007821638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001203118,0.0002107389,0.04889765,0.0008501724,0.0001159474,0.8125833,0.000243153,0.002308136,0.008033752,0.003245892,0.05851688,0.06379126],"study_design_scores_gemma":[0.0001008512,0.0003389304,0.09178589,0.0009903192,0.00007788038,0.8410413,0.0002795059,0.00138782,0.002116704,0.002075502,0.05975047,0.00005478325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2277267,0.04698996,0.003798418,0.02000924,0.002616957,0.0007287178,0.007960053,0.000811457,0.6893585],"genre_scores_gemma":[0.8944924,0.02487752,0.00348474,0.00416674,0.002191684,0.0001227129,0.00211025,0.0001553182,0.06839863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03907464,"threshold_uncertainty_score":0.1307176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537014579681372,"score_gpt":0.2736891977608168,"score_spread":0.2483190519640031,"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."}}