{"id":"W3047313189","doi":"10.1002/ehf2.12926","title":"Pericardial Waffle for Effusive-Constrictive Pericarditis","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Pericardiectomy; Constrictive pericarditis; Cardiology; Cardiac catheterization; Internal medicine; Heart failure; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001133246,0.0002782648,0.0008290895,0.00005766429,0.0001916109,0.00004939702,0.00009875395,0.0001699242,0.0003538092],"category_scores_gemma":[0.0003361983,0.0002586406,0.0008986986,0.000378756,0.0001407246,0.0001089547,0.00007057182,0.0003252777,0.0002735686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008575373,"about_ca_system_score_gemma":0.0002436317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001605417,"about_ca_topic_score_gemma":5.881387e-7,"domain_scores_codex":[0.9981616,0.00007701472,0.0002748173,0.0005758518,0.0004004433,0.0005103052],"domain_scores_gemma":[0.9987047,0.0001285779,0.00005555815,0.0003060011,0.0002069723,0.0005981874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005227624,0.0001353434,0.02759916,0.0001818352,0.000551648,0.0001282705,0.002310177,0.00003650098,0.05192831,0.0003839095,0.9050759,0.01114616],"study_design_scores_gemma":[0.001915752,0.000682124,0.02526211,0.00002748545,0.000216529,0.000181531,0.0007708576,0.00008093576,0.001939404,0.00001389899,0.9686159,0.0002934393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669233,0.002789698,0.01882501,0.2527868,0.002192675,0.006664499,0.00200552,0.001509646,0.0439931],"genre_scores_gemma":[0.9773418,0.00003333517,0.01176819,0.007130419,0.003094953,0.0002596974,0.0001211946,0.00006533621,0.0001850645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081088,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513282762167615,"score_gpt":0.2586262360139671,"score_spread":0.243493408392291,"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."}}