{"id":"W1759368285","doi":"10.1016/j.athoracsur.2015.04.063","title":"Pulmonary Artery Sealing Using the HARMONIC ACE+ Shears for Video-Assisted Thoracoscopic Surgery Lobectomy","year":2015,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Surgery; Ex vivo; Biomedical engineering; Nuclear medicine; In vivo","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009319663,0.0004874953,0.001421994,0.0004589671,0.0003707226,0.00009058905,0.0003554624,0.0002036824,0.00003711394],"category_scores_gemma":[0.002038218,0.0003036419,0.001225465,0.001083993,0.0003839515,0.0003292121,0.0001420175,0.000477647,0.00003560535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006670657,"about_ca_system_score_gemma":0.001291988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001201088,"about_ca_topic_score_gemma":0.000006212251,"domain_scores_codex":[0.9954363,0.0008881418,0.00126867,0.0005416153,0.0008456277,0.001019681],"domain_scores_gemma":[0.9890895,0.007683697,0.0007393502,0.001339097,0.0007336656,0.0004146155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01923772,0.001911216,0.1223005,0.002272323,0.00260478,0.001349114,0.002325059,0.0007866098,0.08374214,0.0001076482,0.6202006,0.1431623],"study_design_scores_gemma":[0.00222835,0.0008942396,0.1472849,0.01109966,0.004779954,0.0137972,0.01413654,0.03351928,0.499221,0.007123238,0.2597543,0.006161291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709799,0.01635231,0.0005659862,0.009125031,0.001471644,0.0009113388,0.00005273473,0.0001507439,0.0003902921],"genre_scores_gemma":[0.994468,0.0004729234,0.0002945118,0.003000598,0.001001084,0.0001034466,0.00006605186,0.0001158366,0.0004775611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4154789,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3385837738363421,"score_gpt":0.4296731437536912,"score_spread":0.09108936991734912,"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."}}