{"id":"W181583397","doi":"10.1007/978-3-642-11335-2_9","title":"Epicardial and Pericardial Biopsy","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pericardium; Biopsy; Medicine; Immunocytochemistry; Forceps; Pathology; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060504,0.0004797758,0.0003236382,0.0008374705,0.0003611949,0.0008191433,0.0004224562,0.001050251,0.02920862],"category_scores_gemma":[0.0004572225,0.0002147257,0.0002382422,0.0003630979,0.0005142755,0.001137893,0.0006789005,0.001914894,0.01331281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865298,"about_ca_system_score_gemma":0.0004373536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006309409,"about_ca_topic_score_gemma":0.003446073,"domain_scores_codex":[0.9998968,0.00002148266,0.000006496837,0.00001931346,0.00004461131,0.00001128816],"domain_scores_gemma":[0.9998899,0.00005352953,0.000003458089,0.00001461897,0.00002553311,0.00001302698],"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":[0.00003671596,0.00009017326,0.0003619304,0.0002990998,0.000008820389,0.003036751,0.0003337594,0.0005375351,0.005906712,0.0582652,0.2536692,0.6774541],"study_design_scores_gemma":[0.000004203475,0.00001738975,0.0006830222,0.0002378481,0.000005266791,0.009250416,0.0000815177,0.0002389551,0.001055015,0.0272798,0.9611347,0.00001186878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003396041,0.06853113,0.04314004,0.008121886,0.006444341,0.0001388496,0.0003195672,0.0004259244,0.8694823],"genre_scores_gemma":[0.01603841,0.03807621,0.02757992,0.006326093,0.001953988,0.00008719907,0.0003648962,0.0002040655,0.9093692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02920862,"threshold_uncertainty_score":0.09771258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124872845966412,"score_gpt":0.2292679370603247,"score_spread":0.2080192086006606,"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."}}