{"id":"W2157466689","doi":"10.1016/j.thorsurg.2010.07.008","title":"Principles of Chest Wall Resection and Reconstruction","year":2010,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Surgical site infection prevention","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Thoracic wall; Resection; Radiology; Biopsy; Stage (stratigraphy); Surgery; Thoracic Neoplasm; General 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":[0.0008142448,0.001242314,0.001468999,0.004391592,0.0005170832,0.001698232,0.001628481,0.001449831,0.00429432],"category_scores_gemma":[0.00109076,0.0004816573,0.0009761187,0.001925843,0.002454495,0.001898236,0.0008658676,0.00332906,0.002610889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008755107,"about_ca_system_score_gemma":0.001489328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160866,"about_ca_topic_score_gemma":0.002570916,"domain_scores_codex":[0.9994826,0.00008326003,0.00009222797,0.00009508574,0.0002078558,0.00003881415],"domain_scores_gemma":[0.9995264,0.0002401826,0.0001080299,0.00001761693,0.00007714994,0.00003065791],"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":[0.00003259784,0.0001133084,0.0004968063,0.01008151,0.00006389892,0.0004784908,0.00008589542,0.0005490451,0.0009668848,0.008137994,0.01684158,0.962152],"study_design_scores_gemma":[0.00002866422,0.0001469868,0.004105507,0.008119921,0.000133101,0.01046042,0.0001327198,0.0002072593,0.0006765107,0.007031087,0.968905,0.00005279371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001686206,0.9957683,0.000787746,0.0003614142,0.000284861,0.00001095363,0.00001738441,0.00001121218,0.002589586],"genre_scores_gemma":[0.002640816,0.9918019,0.002085588,0.0005966906,0.0008545883,0.00002683662,0.00005247158,0.00000464738,0.001936499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004391592,"threshold_uncertainty_score":0.01436591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777232528118987,"score_gpt":0.4395348161744473,"score_spread":0.2618115633625486,"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."}}