{"id":"W2209312532","doi":"10.3747/co.22.2698","title":"Pericardiocentesis versus Pericardiotomy for Malignant Pericardial Effusion: A Retrospective Comparison","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Pericardiocentesis; Pericardial effusion; Effusion; Cardiac tamponade; Surgery; Retrospective cohort study; Univariate analysis; Cancer; Radiology; Multivariate analysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007061491,0.0004043496,0.001813181,0.0001596475,0.0002115448,0.0000433825,0.0001979207,0.0002449522,0.0000653681],"category_scores_gemma":[0.0009226392,0.0003556825,0.001157986,0.0004325982,0.0003200519,0.00009571468,0.0001798358,0.0005331213,0.000104336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656648,"about_ca_system_score_gemma":0.0007594835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136683,"about_ca_topic_score_gemma":0.000001035016,"domain_scores_codex":[0.9968691,0.0003207947,0.0005496006,0.0008101297,0.0006966603,0.0007536615],"domain_scores_gemma":[0.9973916,0.0002567042,0.0002151597,0.0005911555,0.0007747937,0.0007705278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01284755,0.002378477,0.3118718,0.0002084663,0.001948117,0.0002382647,0.003658802,0.00006339078,0.001443329,0.001390293,0.4051272,0.2588244],"study_design_scores_gemma":[0.01205485,0.003986345,0.05798297,0.00004737164,0.0008877956,0.0001930324,0.001953461,0.0005071071,0.0001665247,0.00005416953,0.9217575,0.0004089149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7696959,0.02840048,0.0239391,0.004492194,0.03509348,0.006243133,0.0005811845,0.0008976273,0.1306569],"genre_scores_gemma":[0.992355,0.0003314522,0.002493242,0.0001420001,0.00351063,0.0007884029,0.0001868272,0.00006618782,0.0001261844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5166303,"threshold_uncertainty_score":0.9998895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994624810433745,"score_gpt":0.4510635339281461,"score_spread":0.2516010528847716,"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."}}