{"id":"W4306965990","doi":"10.1002/cam4.5373","title":"Prevalence, characteristics and mortality of cancer patients undergoing pericardiocentesis in the United States between 2004 and 2017","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pericardiocentesis; Medicine; Cancer; Breast cancer; Lung cancer; Internal medicine; Surgery; Cardiac tamponade","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":[0.0003579836,0.0001298183,0.0004759663,0.0001119258,0.0001050273,0.000005415631,0.00008387145,0.00002710807,0.0001209344],"category_scores_gemma":[0.0000961491,0.000089784,0.00003871034,0.0003427824,0.0002587146,0.00003466002,0.00007541056,0.0002157292,9.370624e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236042,"about_ca_system_score_gemma":0.0001006554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435141,"about_ca_topic_score_gemma":0.00003136748,"domain_scores_codex":[0.9987054,0.0001322996,0.0002923305,0.0002253928,0.0004561189,0.0001884326],"domain_scores_gemma":[0.9993142,0.0001598454,0.0001486571,0.00020137,0.00008350677,0.00009237022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004072842,0.0000355003,0.9916286,0.0003168692,0.0001246416,0.00001218434,0.001723361,0.00001171708,0.0000747134,0.000006058941,0.002613968,0.003411638],"study_design_scores_gemma":[0.001587118,0.0002964986,0.9874403,0.0002885544,0.0004594228,0.000005388231,0.001134776,0.00004185416,0.00001636656,0.00001700034,0.008627473,0.00008527967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854938,0.01170622,0.000006301695,0.001426724,0.0001623066,0.00033269,0.0006850009,0.000008747413,0.0001782097],"genre_scores_gemma":[0.9763726,0.02210205,0.000004573785,0.0008962011,0.0002213811,0.0001330445,0.000206478,0.00001204876,0.00005159508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039584,"threshold_uncertainty_score":0.3681221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653544339566834,"score_gpt":0.31755116588149,"score_spread":0.2910157224858216,"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."}}