{"id":"W3100361794","doi":"10.1053/j.semtcvs.2020.10.042","title":"Commentary: Measure Twice, Cut Once: Understanding the Anatomy and Physiology of Esophageal Epiphrenic Diverticula Guides Optimal Surgical Management","year":2020,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Demographics; Retrospective cohort study; Diverticulum (mollusc); Cohort; General surgery; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006023271,0.001048622,0.002010059,0.001134023,0.00687117,0.004997026,0.003006645,0.1155322,0.01038325],"category_scores_gemma":[0.04157872,0.001330952,0.001848903,0.001228485,0.003733353,0.005802169,0.002382114,0.07289844,0.01014338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007831813,"about_ca_system_score_gemma":0.01373663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957228,"about_ca_topic_score_gemma":0.0372228,"domain_scores_codex":[0.9945024,0.001439081,0.0007896269,0.0008053168,0.001535273,0.0009283993],"domain_scores_gemma":[0.9789356,0.01119789,0.001292506,0.0004498975,0.004251448,0.00387259],"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":[0.00004656726,0.00002815374,0.0004161867,0.00005171701,0.00001313895,0.001002365,0.000165707,0.00003886198,0.00008738751,0.0009762961,0.9940985,0.003075107],"study_design_scores_gemma":[0.0002233701,0.00009785689,0.002146083,0.0007884426,0.00007590789,0.002165154,0.001182674,0.0005570123,0.0002064497,0.007414966,0.9849723,0.0001699518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002194247,0.0003242386,0.00004138812,0.9792492,0.01881676,0.00001185969,0.00004757991,0.00001438986,0.00127524],"genre_scores_gemma":[0.001426806,0.0002646988,0.0001324407,0.9608414,0.03391949,0.00003191728,0.00001691243,0.00001375619,0.003352548],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1155322,"threshold_uncertainty_score":0.05682403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622389216928668,"score_gpt":0.3440136461956681,"score_spread":0.2977897540263814,"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."}}