{"id":"W4414203396","doi":"10.3390/curroncol32090514","title":"In-Hospital Mortality Among Patients Undergoing Percutaneous Pericardiocentesis for Pericardial Effusion with and Without Malignancy","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Pericardiocentesis; Malignancy; Pericardial effusion; Retrospective cohort study; Percutaneous; Cohort; Confidence interval; Pericardial window","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447822,0.0002384979,0.0007858006,0.0001400655,0.0001144846,0.0000231572,0.00006873589,0.0001339942,0.00001207939],"category_scores_gemma":[0.0001656596,0.0001973363,0.0002041608,0.0002253171,0.0002269656,0.00009361016,0.00009368183,0.0002224686,0.000001882763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635749,"about_ca_system_score_gemma":0.0002807143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302213,"about_ca_topic_score_gemma":0.00002616457,"domain_scores_codex":[0.9984561,0.00009663635,0.0003083816,0.0005282151,0.000217963,0.0003927323],"domain_scores_gemma":[0.999219,0.0001301723,0.00009510129,0.0002452226,0.000166254,0.0001442341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003124494,0.0006789522,0.9731815,0.0001866211,0.000162734,0.0000455054,0.0002873506,0.000003851133,0.00005644578,0.00008544826,0.001453022,0.02354611],"study_design_scores_gemma":[0.005273061,0.001766148,0.9442088,0.0003181643,0.000455389,0.00006050128,0.0002971926,0.000111872,0.00002504447,0.00005433485,0.04719923,0.0002302326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917803,0.001452582,0.0005639261,0.0003869295,0.001239845,0.001201759,0.00003891195,0.00004158073,0.003294098],"genre_scores_gemma":[0.9980411,0.000852725,0.0003947181,0.0001421788,0.0001913856,0.0002142931,0.00005840987,0.0000232505,0.00008196703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04574621,"threshold_uncertainty_score":0.8047139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867572177945891,"score_gpt":0.338456294383977,"score_spread":0.319780572604518,"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."}}