{"id":"W2316815190","doi":"10.1213/ane.0000000000000509","title":"Cardiac Rupture from Blunt Chest Trauma Diagnosed on Transesophageal Echocardiography","year":2015,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cardiac tamponade; Mediastinum; Pericardial effusion; Thoracotomy; Hemopericardium; Radiology; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003247061,0.0004774013,0.0008380138,0.0003987984,0.0001018099,0.00008806746,0.0002711415,0.0002752785,0.0001379884],"category_scores_gemma":[0.00003451587,0.0004163664,0.0007641982,0.0007204125,0.0001199038,0.0001726936,0.00001390861,0.0003601605,0.0004129837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006775383,"about_ca_system_score_gemma":0.00006555024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006903317,"about_ca_topic_score_gemma":0.00002070046,"domain_scores_codex":[0.9973952,0.0001547925,0.0003884146,0.0007094143,0.0008109497,0.0005411833],"domain_scores_gemma":[0.9981502,0.0001976722,0.00009851559,0.0008253143,0.0001022603,0.0006260831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122011,0.001319473,0.8275583,0.00008729572,0.001178884,0.008258112,0.00162609,0.00005691418,0.00006765369,0.001552393,0.1099678,0.04720503],"study_design_scores_gemma":[0.002689298,0.0008347054,0.9210207,0.0001050408,0.0008936826,0.00001908844,0.0003064883,0.00003058106,0.0006979079,0.0002516575,0.07275998,0.0003908311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822676,0.002583988,0.00005364759,0.006174921,0.0001406613,0.0007359297,0.00001660009,0.0003644902,0.007662116],"genre_scores_gemma":[0.9930913,0.0003162079,0.0006786527,0.004436668,0.0007550295,0.0001252286,0.0002556272,0.0000833486,0.0002578972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09346241,"threshold_uncertainty_score":0.9998288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708587351028685,"score_gpt":0.2546169174089393,"score_spread":0.2275310438986524,"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."}}