{"id":"W4248289173","doi":"10.1007/978-3-319-67691-3_20","title":"Pericardial Diseases","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Constrictive pericarditis; Medicine; Cardiology; Pericardium; Tamponade; Internal medicine; Cardiac tamponade; Pericardial effusion","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003325271,0.0003017452,0.0007513719,0.0000819131,0.00004935737,0.00002186616,0.00007109118,0.0002587579,0.02712387],"category_scores_gemma":[0.00002124524,0.0002402525,0.0008979457,0.00001502073,0.0002120224,0.00002524291,0.0000762569,0.0002065225,0.002924682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008258624,"about_ca_system_score_gemma":0.0001742189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004107159,"about_ca_topic_score_gemma":4.619407e-7,"domain_scores_codex":[0.9987434,0.000006344303,0.000203487,0.0003972315,0.0004350894,0.0002145133],"domain_scores_gemma":[0.9989416,0.0000233338,0.00006243221,0.0005347093,0.0001191429,0.0003187903],"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":[0.00009876303,0.00002397496,0.0002314747,0.00005920653,0.0006572467,0.000347281,0.00002835002,4.364155e-8,0.00004282811,0.01690367,0.9650648,0.01654237],"study_design_scores_gemma":[0.0003412136,0.0001917234,0.002299487,0.0000911152,0.0007135351,0.0001233992,0.000007406455,7.286646e-7,0.00001018413,0.00137631,0.9945683,0.000276539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009618491,0.001784057,0.00004139501,0.0002207514,0.0005858233,0.0002412575,0.0002084724,0.0001763085,0.9966457],"genre_scores_gemma":[0.004831116,0.0006397933,0.0001807725,0.001365762,0.005428308,0.00001399994,0.0002644527,0.00009054412,0.9871852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02950357,"threshold_uncertainty_score":0.9978517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241792895815332,"score_gpt":0.2446047087681485,"score_spread":0.2321867798099951,"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."}}