{"id":"W4292737639","doi":"10.1007/s11695-022-06242-2","title":"Response to “ Comment on: Alarmists at the Gates: Esophageal Adenocarcinoma After Sleeve Gastrectomy Is Not Different than with Other Bariatric/Metabolic Surgery”","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; Surgery; Gastrectomy; Obesity Surgery; General surgery; Esophagogastric junction; Gastric bypass; Adenocarcinoma; Weight loss; Obesity; 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":[0.002774237,0.001525524,0.003105475,0.001279611,0.0006448993,0.00015738,0.0005184718,0.0007843894,0.0166087],"category_scores_gemma":[0.0004939246,0.0009912251,0.001987017,0.001009476,0.0001969701,0.00009918088,0.0006103611,0.002967188,0.0006703843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355453,"about_ca_system_score_gemma":0.0006670722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005104534,"about_ca_topic_score_gemma":0.00004241549,"domain_scores_codex":[0.9901631,0.002621287,0.001263945,0.001746857,0.002461381,0.001743448],"domain_scores_gemma":[0.9812482,0.01474121,0.0006212395,0.00264689,0.0001684257,0.0005740124],"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":[0.01012344,0.0002409133,0.4347164,0.0001358411,0.0005362942,0.004104034,0.0004089907,9.095976e-7,0.000003820749,0.000001480738,0.549521,0.0002069436],"study_design_scores_gemma":[0.0004586583,0.0001437935,0.4453499,0.0001712439,0.0005899822,0.0002811709,0.00002966935,8.103843e-7,0.0003943344,0.000004154843,0.5519463,0.00062994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4752105,0.001411815,0.000004486227,0.5200186,0.001591009,0.001009336,0.0005323127,0.0001398786,0.00008210717],"genre_scores_gemma":[0.2137521,0.0001307816,0.00002640577,0.7628551,0.002794695,0.0007346845,0.0004770941,0.000297861,0.01893139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2614584,"threshold_uncertainty_score":0.9997494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102304926976551,"score_gpt":0.2345479730218159,"score_spread":0.2135249237520504,"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."}}