{"id":"W4220702476","doi":"10.1007/s11695-022-05992-3","title":"Alarmists at the Gates: Esophageal Adenocarcinoma after Sleeve Gastrectomy is Not Different than with Other Bariatric/Metabolic Surgeries","year":2022,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Esophageal adenocarcinoma; General surgery; Obesity Surgery; Gastrectomy; Gastric bypass; Surgery; Adenocarcinoma; Obesity; Weight loss; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001016248,0.001429352,0.002874129,0.0007279838,0.0006693703,0.0001654639,0.000457329,0.0009098011,0.0224329],"category_scores_gemma":[0.0001904786,0.0008996578,0.001910034,0.000932593,0.0003845096,0.0001773583,0.0005453573,0.00316624,0.0003254563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845448,"about_ca_system_score_gemma":0.0005801856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006896405,"about_ca_topic_score_gemma":0.0001194716,"domain_scores_codex":[0.9927847,0.000972026,0.001103338,0.001529672,0.00198853,0.001621696],"domain_scores_gemma":[0.9925141,0.004202897,0.000707238,0.002060774,0.0001736865,0.0003413544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009375274,0.000116496,0.5571676,0.0002724577,0.0006505359,0.00331364,0.0002866524,2.632179e-7,0.000002568122,0.0000025518,0.4370057,0.0002439662],"study_design_scores_gemma":[0.0004072651,0.00005242708,0.5507614,0.00008411254,0.001030738,0.0005486523,0.00004030827,9.756935e-7,0.0003230983,0.000006949417,0.446128,0.0006160742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7150222,0.009717518,0.000004919836,0.2706739,0.002434522,0.0009536149,0.000626273,0.0002508071,0.0003162401],"genre_scores_gemma":[0.3986273,0.0008617165,0.00002972263,0.5406355,0.006421358,0.0006746414,0.001168893,0.0004319392,0.05114894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3163949,"threshold_uncertainty_score":0.9998456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629657798913996,"score_gpt":0.217000469697952,"score_spread":0.2007038917088121,"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."}}