{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038301,0.0001205321,0.0004263953,0.00004059422,0.0001301865,0.00002379096,0.0000349289,0.0001134642,0.00007152128],"category_scores_gemma":[0.004733977,0.00009952509,0.0003009958,0.00007629306,0.00006897919,0.0001417826,0.00004517457,0.0001771976,0.00002164542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155111,"about_ca_system_score_gemma":0.0001351308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000598496,"about_ca_topic_score_gemma":0.000001038433,"domain_scores_codex":[0.9988471,0.0002017632,0.0002888837,0.0002739936,0.0001731758,0.0002150597],"domain_scores_gemma":[0.9955524,0.003619686,0.0001456931,0.0002388613,0.0002593593,0.0001839965],"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":[0.02931468,0.002522371,0.1375077,0.0006950858,0.002059665,0.001238622,0.004715377,6.429781e-7,0.008831835,0.0117695,0.06340212,0.7379424],"study_design_scores_gemma":[0.0009663464,0.0005919121,0.1394348,0.00004196463,0.0005674812,0.0004384916,0.00101935,0.00002190122,0.000104445,0.0001509517,0.8564547,0.0002077223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8441017,0.004112607,0.002145807,0.005867166,0.00522708,0.001097132,0.0002167363,0.0001283032,0.1371035],"genre_scores_gemma":[0.9879991,0.00396763,0.003556083,0.003032829,0.0009287082,0.00004001643,0.00006154802,0.00003325902,0.000380873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7930526,"threshold_uncertainty_score":0.5667355,"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."}}