{"id":"W2031271269","doi":"10.1016/j.athoracsur.2013.02.048","title":"Use of the Posterior Pericardium to Cover the Bronchial Stump After Right Extrapleural Pneumonectomy","year":2013,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Extrapleural Pneumonectomy; Pneumonectomy; Pericardium; Cover (algebra); Surgery; Anatomy; Lung; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004229918,0.0002025231,0.0004758243,0.00006810606,0.0001095004,0.00003723657,0.0002955074,0.00004832965,0.00102263],"category_scores_gemma":[0.000303134,0.00008121375,0.0006421715,0.0003395934,0.0002696904,0.0002072226,0.000203265,0.0001596629,0.0001087095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007820446,"about_ca_system_score_gemma":0.00008452014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773224,"about_ca_topic_score_gemma":0.00000416059,"domain_scores_codex":[0.9981627,0.0003830371,0.0004297154,0.0001940538,0.0004951929,0.0003352411],"domain_scores_gemma":[0.9976452,0.000930262,0.000190365,0.0008414303,0.0002454134,0.000147319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009687225,0.0009181694,0.4782942,0.0005565543,0.0009617417,0.000123771,0.00190138,0.00007838022,0.07074014,0.00001871608,0.3719586,0.06476121],"study_design_scores_gemma":[0.00004475008,0.00007974287,0.9569234,0.0002162986,0.0001542187,0.00007559518,0.0001181668,0.00003915235,0.02142557,0.0000856394,0.02069368,0.0001437499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664521,0.0009136482,0.00000132993,0.03130962,0.0003242855,0.0006464247,0.000108048,0.00002061501,0.0002239546],"genre_scores_gemma":[0.9911252,0.00008218343,0.00001052105,0.00651948,0.0002386491,0.00007990879,0.000007850449,0.00002231898,0.001913899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786293,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08756089039616229,"score_gpt":0.3326909979074691,"score_spread":0.2451301075113068,"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."}}