{"id":"W2100818565","doi":"10.4081/cp.2011.e38","title":"Survival Post Surgery for Malignant Pericardial Effusion","year":2011,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Pericardial effusion; Pericardial window; Malignancy; Surgery; Pericardium; Effusion; Lung cancer; Survival rate; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589031,0.0001228661,0.0002913473,0.0006358372,0.0003176696,0.0003210773,0.0001713453,0.0004167364,0.001282524],"category_scores_gemma":[0.001881466,0.00008322996,0.0004687488,0.0005509856,0.0002096407,0.0003058425,0.000232438,0.0003436148,0.0002330994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378499,"about_ca_system_score_gemma":0.0001703964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043072,"about_ca_topic_score_gemma":0.001661381,"domain_scores_codex":[0.9997662,0.00004948323,0.00003020151,0.00003583707,0.00004612247,0.00007227257],"domain_scores_gemma":[0.9987642,0.000295152,0.0005482379,0.00003729674,0.0001030929,0.0002520318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002426902,0.00002735879,0.990145,0.0000403999,0.00008759114,0.001061629,0.0001352896,0.00009157762,0.0002003286,0.00002882252,0.0003354669,0.00760392],"study_design_scores_gemma":[0.00001014018,0.000347827,0.9952549,0.00002546429,0.00005464635,0.003538174,0.0001229831,0.00008426277,0.00005891798,0.00003026926,0.000466245,0.000006102287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946907,0.004229779,0.00005465476,0.0001286618,0.00002183279,0.000003259779,0.000237641,0.000004873816,0.0006285261],"genre_scores_gemma":[0.9987229,0.0008619937,0.00001973327,0.00002547086,0.00002625682,0.000002911646,0.0002504666,8.984703e-7,0.00008946372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282524,"threshold_uncertainty_score":0.004290462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09644369752215591,"score_gpt":0.3578354780319752,"score_spread":0.2613917805098193,"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."}}