{"id":"W3186742183","doi":"10.1016/j.xjon.2021.07.021","title":"Hand-sewn versus stapled anastomoses for esophagectomy: We will probably never know which is better","year":2021,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Anastomosis; Esophagectomy; Medicine; Leak; Meta-analysis; Surgery; Odds ratio; Confidence interval; Esophageal cancer; Incidence (geometry); Internal medicine; Cancer","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":[0.01260046,0.001220518,0.01000315,0.001654289,0.0003701212,0.003731933,0.001463281,0.002928053,0.005955917],"category_scores_gemma":[0.02879811,0.0008787283,0.01249498,0.002220441,0.001231981,0.003979716,0.0008333717,0.002852982,0.0006471268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155964,"about_ca_system_score_gemma":0.001514032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616424,"about_ca_topic_score_gemma":0.003819464,"domain_scores_codex":[0.9933932,0.003340676,0.001474331,0.0008526643,0.0007432068,0.0001958809],"domain_scores_gemma":[0.9748605,0.01672834,0.006245592,0.0005910377,0.001209392,0.0003651874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01749647,0.0002159898,0.01059495,0.4914984,0.2285518,0.0003074403,0.0003670368,0.001180383,0.001872229,0.002305303,0.009483035,0.236127],"study_design_scores_gemma":[0.01695085,0.006853549,0.03091785,0.3504213,0.5267317,0.0007253879,0.0009861432,0.001522165,0.001226811,0.01491102,0.04847062,0.0002825076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005343721,0.9884872,0.0004721514,0.00423619,0.0007960082,0.00004335877,0.0001944575,0.00001443863,0.0004124604],"genre_scores_gemma":[0.190512,0.7854444,0.005042057,0.01365431,0.003817115,0.0002452682,0.0004498083,0.00005670187,0.0007783406],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01260046,"threshold_uncertainty_score":0.06663841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05609290591239455,"score_gpt":0.3772021805602198,"score_spread":0.3211092746478252,"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."}}