{"id":"W2014963178","doi":"10.1016/s0828-282x(09)70152-7","title":"Gas-forming purulent pericardial effusion","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Pericardiocentesis; Pericardial effusion; Pericardial fluid; Cardiac tamponade; Pericarditis; Pneumopericardium; Tamponade; Surgery; Pericardium; Pleural effusion; Effusion; Empyema; Complication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003946784,0.0001517103,0.0008041788,0.0003116952,0.0001085036,0.00002034306,0.0001270345,0.0001566918,0.00004872393],"category_scores_gemma":[0.00019009,0.0001275438,0.00070346,0.0001587579,0.0001094086,0.00007732015,0.0000075563,0.0003871019,0.00002249126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798779,"about_ca_system_score_gemma":0.001199818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275554,"about_ca_topic_score_gemma":0.00002607729,"domain_scores_codex":[0.9986882,0.000101046,0.0003846934,0.0001484562,0.0002124394,0.0004651743],"domain_scores_gemma":[0.9983532,0.00003039524,0.0001348898,0.0002197636,0.0002402821,0.00102151],"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":[0.0004552751,0.0000131441,0.08271042,0.00003157655,0.0009124161,0.009647766,0.0006983627,0.001198419,0.01961447,0.001188276,0.2192989,0.6642309],"study_design_scores_gemma":[0.0009960423,0.0008458489,0.2376915,0.00005372637,0.000200302,0.009291566,0.0001405592,0.000005466182,0.0002064584,0.0002098079,0.750216,0.0001427362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.85806,0.003903612,0.00214538,0.00697136,0.002420987,0.0002180913,0.00002418535,0.00001839329,0.126238],"genre_scores_gemma":[0.9942244,0.0002720246,0.000301408,0.001148605,0.003938915,0.00000138345,0.000007096187,0.00001345924,0.00009266687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6640882,"threshold_uncertainty_score":0.5201083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102099387748582,"score_gpt":0.2384669581683408,"score_spread":0.2282570193934826,"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."}}