{"id":"W2104040210","doi":"10.1001/archsurg.140.2.191","title":"Ten-Year Surgical Experience With Nontraumatic Pericardial Effusions","year":2005,"lang":"en","type":"article","venue":"Archives of Surgery","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Pericardial window; Pericardial effusion; Tamponade; Surgery; Intensive care unit; Medical record; Effusion; Retrospective cohort study; Cardiac tamponade; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001044409,0.0001483523,0.0006062268,0.0001294494,0.00006731876,0.000009345107,0.0000691047,0.00003542715,0.000194904],"category_scores_gemma":[0.00007058395,0.0001074632,0.0004090088,0.0001691012,0.0003635982,0.00007511857,0.000045022,0.0001384734,0.00002351149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209308,"about_ca_system_score_gemma":0.000119464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002328673,"about_ca_topic_score_gemma":0.000001205189,"domain_scores_codex":[0.9987407,0.00006213696,0.0003000022,0.0002394678,0.0003521936,0.0003054597],"domain_scores_gemma":[0.9986607,0.0006725739,0.00007669729,0.0003423812,0.00002591585,0.0002217247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001386381,0.0006304946,0.7924365,0.0001454116,0.0003610703,0.0006410852,0.005029382,0.00006272616,0.007691436,0.0004976896,0.002486207,0.1886316],"study_design_scores_gemma":[0.001072522,0.0001219352,0.9523476,0.0002931911,0.00009520364,0.0006039549,0.0007403108,0.00009464603,0.002085753,0.00001901332,0.04227787,0.0002480187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528336,0.0003504942,0.0001534662,0.0004832384,0.00007569055,0.0001407001,0.00001563472,0.00004809015,0.04589909],"genre_scores_gemma":[0.9965,0.0004015844,0.002274888,0.0001117678,0.0003814014,0.00003769248,0.00001784577,0.00002140944,0.0002534677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1883836,"threshold_uncertainty_score":0.4382222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754161018352203,"score_gpt":0.2565212210866265,"score_spread":0.2389796109031045,"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."}}