{"id":"W4399673150","doi":"10.1016/j.gie.2024.04.2374","title":"ENDOSCOPIC MUCOSAL RESECTION VERSUS ENDOSCOPIC SUBMUCOSAL DISSECTION FOR BARRETT'S NEOPLASIA: CLINICAL OUTCOMES AT A CANADIAN TERTIARY REFERRAL CENTER","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Endoscopic mucosal resection; Endoscopy; Tertiary care; Surgery; Tertiary referral hospital; General surgery; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005494324,0.0005401964,0.0006947977,0.0006513264,0.0003094585,0.0001741284,0.0002311145,0.0001495323,0.0005562714],"category_scores_gemma":[0.0009906878,0.0004798968,0.000618546,0.0004275564,0.0001650246,0.000302257,0.0001230787,0.0006836175,0.0002322859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131652,"about_ca_system_score_gemma":0.000631563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006820533,"about_ca_topic_score_gemma":0.05874537,"domain_scores_codex":[0.9962993,0.0001337502,0.0008778475,0.0009962263,0.000492739,0.00120016],"domain_scores_gemma":[0.9975608,0.0008742907,0.0001271368,0.0005135021,0.0001336458,0.0007906425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002823585,0.0001159836,0.9643555,0.00042513,0.0002382459,0.0006705709,0.00005600265,0.000004292774,0.0006424589,0.0003283078,0.02764208,0.002697793],"study_design_scores_gemma":[0.01618402,0.005269778,0.9462296,0.001197705,0.0008520442,0.002737507,0.0002268791,0.001300052,0.0003145618,0.0001160901,0.02511118,0.0004605613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613771,0.0004234878,0.00579269,0.008937733,0.01299293,0.002736071,0.0002105651,0.0008672514,0.006662156],"genre_scores_gemma":[0.9800504,0.00005630092,0.01189169,0.000590647,0.001652384,0.0003008459,0.0005202119,0.0001238388,0.004813634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05192484,"threshold_uncertainty_score":0.9997931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204641806313886,"score_gpt":0.3449651505859083,"score_spread":0.3029187325227695,"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."}}