{"id":"W4318972972","doi":"10.1016/j.cjca.2023.01.029","title":"The Surgical Management of Pericardial Disease","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000425708,0.000380923,0.0003361188,0.001659201,0.001338146,0.001211361,0.0005189857,0.0009953405,0.002326676],"category_scores_gemma":[0.002032922,0.0001557866,0.0003621282,0.0007220821,0.001124664,0.0004009154,0.0005009252,0.002045905,0.0004864554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577698,"about_ca_system_score_gemma":0.003291074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006959303,"about_ca_topic_score_gemma":0.02038094,"domain_scores_codex":[0.9995689,0.00005470747,0.00004181659,0.00002581585,0.0001795585,0.0001292466],"domain_scores_gemma":[0.999419,0.0001127596,0.00008635584,0.00001615208,0.0001301901,0.0002355192],"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":[0.0005287239,0.0005053517,0.1537082,0.001207765,0.0001851253,0.1619235,0.001060222,0.001151281,0.009210711,0.0108293,0.05442004,0.6052697],"study_design_scores_gemma":[0.0001297794,0.0006602941,0.3057646,0.00253798,0.0001112822,0.5540901,0.003209505,0.001420135,0.001896801,0.008183529,0.1218943,0.0001017296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2620181,0.4916336,0.004162561,0.07572471,0.006229154,0.000126764,0.0002266471,0.000131614,0.1597468],"genre_scores_gemma":[0.8573714,0.120903,0.002571248,0.004985419,0.009150445,0.00004111484,0.0002060343,0.00002429408,0.004747129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006959303,"threshold_uncertainty_score":0.01383758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136632812875839,"score_gpt":0.257744346154288,"score_spread":0.2440810648667041,"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."}}