{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004350527,0.0004045278,0.001110706,0.001403977,0.0002488823,0.0005917397,0.0004192117,0.0007900044,0.00177112],"category_scores_gemma":[0.01079315,0.0002218386,0.001467286,0.001414879,0.0004743209,0.0005865507,0.0004682368,0.0004973279,0.0002054572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154496,"about_ca_system_score_gemma":0.000510692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009671137,"about_ca_topic_score_gemma":0.001083631,"domain_scores_codex":[0.9969199,0.001260111,0.0006607489,0.0004468412,0.0005325057,0.000179931],"domain_scores_gemma":[0.9870847,0.006497109,0.004948227,0.0002977083,0.0006853528,0.0004868993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05551603,0.0004559315,0.9164706,0.001256899,0.004790435,0.0003391083,0.0003006562,0.0002154705,0.0006957928,0.0002615481,0.0003071811,0.01939027],"study_design_scores_gemma":[0.006301473,0.02911115,0.9521846,0.0005436407,0.004638242,0.002368407,0.0008123036,0.001087771,0.0007191658,0.0002837832,0.001874918,0.00007458913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889597,0.009507403,0.0004103801,0.0000806036,0.00005025894,0.0001680931,0.0003505046,0.000004082075,0.0004691395],"genre_scores_gemma":[0.9977028,0.001355257,0.000238649,0.0000595802,0.00008342606,0.0001341502,0.0003656529,0.000002332069,0.00005823584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004350527,"threshold_uncertainty_score":0.02300805,"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."}}