{"id":"W2119550239","doi":"10.1016/s0003-4975(02)03541-5","title":"Surgical staple metalloptysis after apical bullectomy: a reaction to bovine pericardium?","year":2002,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Pericardium; Surgery; Complication; Leak; 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":[0.0009318906,0.0001847823,0.0005948914,0.0002944225,0.00006322313,0.00002816693,0.0001142791,0.00007101276,0.002185418],"category_scores_gemma":[0.0003923733,0.0001253531,0.0005475236,0.0007328934,0.00008008241,0.0001142467,0.00008906711,0.00015499,0.000363319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001725,"about_ca_system_score_gemma":0.00001574372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007187729,"about_ca_topic_score_gemma":0.000004858959,"domain_scores_codex":[0.9982927,0.0001715403,0.0004000564,0.0002830593,0.0004903314,0.0003623306],"domain_scores_gemma":[0.9982414,0.0007413934,0.0001000538,0.0005726775,0.0001451665,0.0001992989],"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":[0.009104899,0.002009291,0.08696213,0.0004417121,0.001532664,0.0008927962,0.0009023718,0.00001312891,0.0009816964,0.0001287424,0.574243,0.3227876],"study_design_scores_gemma":[0.0003253462,0.0003716812,0.1727892,0.0003163674,0.0007969026,0.0001049035,0.0002822851,0.0001940033,0.01440495,0.0001283836,0.8097795,0.0005065166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564786,0.00180916,0.0000324869,0.03508228,0.0001556918,0.0002925147,0.000008301785,0.0000916383,0.00604934],"genre_scores_gemma":[0.9932742,0.0009644174,0.0001140335,0.001779011,0.0002854856,0.00007219324,0.00001110649,0.00002776007,0.003471825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.322281,"threshold_uncertainty_score":0.9987267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375087184631536,"score_gpt":0.3687261355966955,"score_spread":0.2312174171335419,"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."}}