{"id":"W4323351013","doi":"10.1093/jcag/gwac036.135","title":"A135 ENDOSCOPIC SUBMUCOSAL DISSECTION OF GASTRIC ADENOMAS AND EARLY CARCINOMAS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endoscopic submucosal dissection; Medicine; Endoscopic mucosal resection; Surgery; Cancer; Adenoma; Lesion; Resection; Retrospective cohort study; Endoscopy; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000393344,0.0001729432,0.0001882117,0.0008797752,0.0003456708,0.0004114731,0.0001787876,0.0001288413,0.0009821136],"category_scores_gemma":[0.001107721,0.0001136569,0.0001869443,0.0005933209,0.0002537117,0.0002466842,0.0003748182,0.0002646955,0.0002171983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769933,"about_ca_system_score_gemma":0.0009504673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258771,"about_ca_topic_score_gemma":0.01068295,"domain_scores_codex":[0.9996947,0.0000368199,0.00004447903,0.00003682507,0.0001195713,0.00006768278],"domain_scores_gemma":[0.9986668,0.0001701851,0.0005851978,0.00007487297,0.0001962013,0.000306709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002433588,0.00004071986,0.9807458,0.00007249047,0.0000200965,0.00366625,0.0001155726,0.00006087974,0.00153764,0.00002755204,0.0002247455,0.01324497],"study_design_scores_gemma":[0.000007458249,0.0001975207,0.9836901,0.00002570532,0.00001412343,0.01413139,0.0002554395,0.000120041,0.0006033948,0.00003008198,0.0009206,0.000004070253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99635,0.001293225,0.000264356,0.00002852761,0.000009967732,0.00002853379,0.0001449732,0.000009633603,0.001870726],"genre_scores_gemma":[0.9986491,0.0004178572,0.0002209219,0.00001721979,0.00001510284,0.000009167102,0.00019499,0.00000204996,0.0004736209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006258771,"threshold_uncertainty_score":0.01244473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095586529324042,"score_gpt":0.2310172492863392,"score_spread":0.2200613839930988,"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."}}