{"id":"W4400743497","doi":"10.1007/978-3-031-45731-9_15","title":"Pericardial Diseases","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"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":[0.0002043615,0.0007639935,0.0005169307,0.001081453,0.0007204408,0.00140029,0.0006047586,0.0009282748,0.1144635],"category_scores_gemma":[0.0006725887,0.0002462331,0.0003376433,0.0007236862,0.0005434098,0.00106105,0.00150241,0.00164653,0.05326117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953102,"about_ca_system_score_gemma":0.0006951742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071104,"about_ca_topic_score_gemma":0.004596514,"domain_scores_codex":[0.999849,0.00002764875,0.000007182391,0.00001955074,0.00007495159,0.00002175189],"domain_scores_gemma":[0.9998502,0.00005230629,0.000008697818,0.00001680675,0.0000417412,0.00003035154],"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":[0.00001689282,0.00006331386,0.0001468078,0.0003652991,0.000005278986,0.0004104429,0.0002970397,0.0002248129,0.0006624156,0.02914434,0.70982,0.2588434],"study_design_scores_gemma":[0.00000223796,0.00001110868,0.0001719517,0.0002045487,0.000002184046,0.0005332559,0.00003471157,0.00002730843,0.0000419258,0.003416977,0.9955514,0.000002367867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005805703,0.0460403,0.001520511,0.002186487,0.005654852,0.00006086996,0.0001504038,0.0001140017,0.943692],"genre_scores_gemma":[0.002106578,0.02005184,0.000903141,0.001980599,0.001772248,0.00003313735,0.0001496905,0.0000444578,0.9729584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1144635,"threshold_uncertainty_score":0.3829186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101037179768506,"score_gpt":0.2443710103914735,"score_spread":0.2342672924146229,"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."}}