{"id":"W4395034279","doi":"10.1055/s-0044-1782941","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":"Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Endoscopic mucosal resection; Endoscopy; Tertiary referral hospital; Tertiary referral centre; General surgery; Surgery; Internal medicine; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009337314,0.0003869669,0.0006297913,0.001151394,0.002951724,0.001490965,0.001311728,0.0008169704,0.004307925],"category_scores_gemma":[0.005282823,0.0002312402,0.0007671933,0.003219001,0.001021208,0.0005508232,0.001390312,0.0008487636,0.000353596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03888566,"about_ca_system_score_gemma":0.02865616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.920275,"about_ca_topic_score_gemma":0.9632038,"domain_scores_codex":[0.9980369,0.000164225,0.0001059315,0.0002419587,0.0005421196,0.0009088732],"domain_scores_gemma":[0.9959203,0.0002788517,0.001114853,0.00007075721,0.001148883,0.001466319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099444,0.0001962974,0.9787395,0.0001935724,0.0001965564,0.0003190758,0.0008983481,0.0003576138,0.0004643703,0.0003073949,0.004000029,0.01322769],"study_design_scores_gemma":[0.0001100374,0.0004308786,0.993451,0.0001707816,0.0001264596,0.0005481155,0.003233538,0.0004619048,0.0001787328,0.00008601906,0.001164812,0.0000376332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917505,0.001394904,0.00007593382,0.0009474749,0.00002702579,0.00007227071,0.001778231,0.00001051362,0.00394306],"genre_scores_gemma":[0.9980174,0.0003470037,0.0001510712,0.0002600386,0.00002342408,0.00002055495,0.0008739306,0.000005682679,0.0003009311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07972503,"threshold_uncertainty_score":0.2821366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085901721487429,"score_gpt":0.4080408143885419,"score_spread":0.2994506422397989,"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."}}