{"id":"W3013235948","doi":"10.1016/j.gie.2020.03.3842","title":"Risk factors for serious adverse events associated with multiband mucosectomy in Barrett’s esophagus: an international multicenter analysis of 3827 endoscopic resection procedures","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Medtronic; Olympus; Boston Scientific Corporation; Fujifilm Corporation; Cook Medical; Mayo Clinic","keywords":"Medicine; Perforation; Odds ratio; Adverse effect; Confidence interval; Surgery; Esophagus; Retrospective cohort study; Barrett's esophagus; Risk factor; Tertiary referral hospital; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920668,0.0002612133,0.0005323796,0.0004209651,0.00006294156,0.00001123994,0.0001625316,0.00004404219,0.0001266441],"category_scores_gemma":[0.002514803,0.0002069909,0.0001834121,0.0007021666,0.00007355514,0.000223686,0.00003496046,0.0002725597,0.000002224865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348181,"about_ca_system_score_gemma":0.0002241842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008494986,"about_ca_topic_score_gemma":0.002062894,"domain_scores_codex":[0.998006,0.0001329339,0.0004166266,0.0005053142,0.0005216139,0.0004175182],"domain_scores_gemma":[0.9985511,0.0003111687,0.0002851067,0.0001917443,0.0003085784,0.0003522708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008497946,0.0006724293,0.9857271,0.00009912031,0.00119235,0.0001081699,0.0005813511,0.001574085,0.001477005,0.000002123145,0.00001395661,0.00005436861],"study_design_scores_gemma":[0.0110954,0.006125255,0.9578831,0.0003573855,0.0008734125,0.00001772146,0.0003922271,0.01801183,0.005134891,0.000004601829,0.000001095845,0.0001030992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959919,0.0001675976,0.001912341,0.0001371377,0.00004341996,0.001269652,0.0003959666,0.00005837041,0.00002357874],"genre_scores_gemma":[0.9888447,0.00001700709,0.0102064,0.00005974922,0.00005995366,0.0001436916,0.000604697,0.00003317234,0.00003065457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02784401,"threshold_uncertainty_score":0.8440844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224173502126583,"score_gpt":0.3155452341131288,"score_spread":0.2931278839004705,"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."}}