{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000854824,0.0004610448,0.0007113419,0.0009561217,0.003942174,0.002363378,0.001931835,0.001634476,0.00405081],"category_scores_gemma":[0.005066977,0.0004270406,0.0008881337,0.003521631,0.001248958,0.0007461797,0.001430644,0.001368257,0.0003577462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05212532,"about_ca_system_score_gemma":0.04679448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9434612,"about_ca_topic_score_gemma":0.9787402,"domain_scores_codex":[0.997798,0.0001477771,0.0001108725,0.0002431847,0.000500003,0.001200233],"domain_scores_gemma":[0.9965727,0.0002505684,0.0007768939,0.00004980931,0.0009551001,0.001394903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006922493,0.0002317903,0.9875877,0.0000875308,0.0001031179,0.0004752311,0.0008527961,0.0002263018,0.0003644894,0.0002286617,0.002704076,0.006445874],"study_design_scores_gemma":[0.0000883239,0.0002691966,0.9920747,0.0001185323,0.00008360329,0.0006137323,0.005079957,0.0005620688,0.0001212364,0.00009900235,0.0008482593,0.00004135905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994497,0.0008311658,0.00004392231,0.001232182,0.00002769438,0.00004375412,0.0009316702,0.000006279775,0.002386336],"genre_scores_gemma":[0.9976913,0.0004266388,0.0001562764,0.0004991363,0.0000329429,0.0000167312,0.0006878037,0.00000764387,0.000481581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05653876,"threshold_uncertainty_score":0.3781974,"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."}}