{"id":"W4283328891","doi":"10.1111/echo.15361","title":"When is tamponade not an echocardiographic diagnosis… Or is it ever?","year":2022,"lang":"en","type":"review","venue":"Echocardiography","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Pericardial effusion; Cardiac tamponade; Tamponade; Cardiology; Inferior vena cava; Internal medicine; Interventricular septum; Radiology; Pericardial fluid; Doppler echocardiography; Intravascular volume status; Ventricle; Hemodynamics; Diastole; Blood pressure","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","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001481411,0.002283592,0.008875323,0.003959809,0.0007294139,0.0003083455,0.001496725,0.001420966,0.00965956],"category_scores_gemma":[0.0001393115,0.00189368,0.01970829,0.006013289,0.0004573192,0.0004418455,0.0006413133,0.003031124,0.0004029305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372385,"about_ca_system_score_gemma":0.00108484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001979517,"about_ca_topic_score_gemma":0.000004090058,"domain_scores_codex":[0.9886186,0.001303295,0.002041888,0.003164355,0.003066188,0.001805668],"domain_scores_gemma":[0.9922821,0.0006473634,0.0008325581,0.004539345,0.0001975041,0.001501164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001110606,0.0002588322,0.001517868,0.004626047,0.007375749,0.001074265,0.000413296,5.167165e-7,3.347363e-7,0.00001138293,0.3585897,0.626021],"study_design_scores_gemma":[0.001164799,0.0008868453,0.0007660398,0.003996295,0.01417409,0.001072735,0.0002298201,0.000001557264,0.000005544308,0.000108001,0.9755407,0.0020536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005157217,0.9762987,0.00006316343,0.0005831859,0.00214029,0.003713336,0.004413083,0.0006204304,0.01211619],"genre_scores_gemma":[0.0001771209,0.9770036,0.0007147377,0.009781756,0.002575981,0.006306952,0.001790503,0.0006253004,0.001024003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6239673,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095115433793003,"score_gpt":0.3632562398008745,"score_spread":0.2537446964215741,"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."}}