{"id":"W2795478506","doi":"10.1016/j.thorsurg.2018.02.002","title":"Factors Favoring and Impairing Healing of Tracheal Anastomosis","year":2018,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Anastomosis; Wound healing; Surgery; Resection","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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0083968,0.00171329,0.009445792,0.001484732,0.0003845995,0.0001020676,0.0004339077,0.001672318,0.0001935565],"category_scores_gemma":[0.00363372,0.001398644,0.003603211,0.001723195,0.0008503993,0.0003839706,0.0003078821,0.002181516,0.00007217225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068148,"about_ca_system_score_gemma":0.001288708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889952,"about_ca_topic_score_gemma":0.00004182867,"domain_scores_codex":[0.9886447,0.001379251,0.00551584,0.001916226,0.0009980621,0.001545882],"domain_scores_gemma":[0.9797457,0.01418657,0.002987785,0.001517569,0.0004637036,0.001098607],"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":[0.0002329312,0.0004757583,0.02203879,0.04340148,0.0006375221,0.00006405328,0.000277807,0.000001247744,0.000001080751,0.000006938188,0.0003548959,0.9325075],"study_design_scores_gemma":[0.0006123857,0.001054338,0.003794069,0.08631493,0.009976942,0.0002380271,0.001277926,0.0001528881,0.0001152181,0.0001614697,0.8928275,0.003474313],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07497989,0.9202455,0.0001157392,0.000105987,0.002228628,0.001218137,0.0002543844,0.0004103238,0.000441373],"genre_scores_gemma":[0.0315227,0.9651943,0.0005908163,0.00008272886,0.001422911,0.00007296242,0.0004521369,0.0004174189,0.0002439683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9290332,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2499577261836183,"score_gpt":0.4480064747340617,"score_spread":0.1980487485504434,"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."}}