{"id":"W2059239424","doi":"10.1161/circulationaha.110.005512","title":"Echo-Guided Pericardiocentesis","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cardiac tamponade; Pericardial effusion; Pericardiocentesis; Cardiology; Internal medicine; Atrial flutter; Mitral regurgitation; Atrial fibrillation; Coronary artery disease; Surgery","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":[0.00007942211,0.0000730296,0.0001697541,0.00005022773,0.00004251017,0.000007419153,0.00002768494,0.00005253318,0.0003531033],"category_scores_gemma":[0.00004147679,0.00006867276,0.0001775645,0.000134438,0.00002536553,0.00007118843,0.0000107166,0.00005606826,0.0001395309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005986772,"about_ca_system_score_gemma":0.00002958297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002706365,"about_ca_topic_score_gemma":1.314675e-7,"domain_scores_codex":[0.9993967,0.00002192326,0.000127367,0.0001591662,0.0001669574,0.0001278726],"domain_scores_gemma":[0.9995763,0.000006492433,0.00003345963,0.000226259,0.00006902675,0.00008848395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313236,0.00005986162,0.9696822,0.00001960286,0.00009699313,0.00003631508,0.0005737903,0.000008314355,0.01149112,0.0005033931,0.002732089,0.01477319],"study_design_scores_gemma":[0.0003509636,0.0000152647,0.9922311,0.00001330641,0.00008606341,0.0001093728,0.00005935199,0.0001144757,0.001412603,0.0001414283,0.005388482,0.00007762496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8189045,0.0002121998,0.002941159,0.00006848135,0.0001778912,0.0001619,0.000003085871,0.0001055495,0.1774253],"genre_scores_gemma":[0.9985809,0.00002575485,0.0008089856,0.0002489463,0.000189971,0.00001534975,0.00002621881,0.00001432343,0.00008948943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796765,"threshold_uncertainty_score":0.3866234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05630894036402963,"score_gpt":0.2676529804407416,"score_spread":0.211344040076712,"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."}}