{"id":"W4412549091","doi":"10.1016/j.gie.2025.07.026","title":"Clinical outcomes of endoscopic submucosal dissection for residual neoplasia after incomplete resection of large nonpedunculated colorectal polyps: a large multicenter propensity match study (with video)","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Propensity score matching; Endoscopic mucosal resection; Colorectal Polyp; Resection; Dissection (medical); Multicenter study; Surgery; Colorectal cancer; General surgery; Colonoscopy; Internal medicine; Randomized controlled trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571571,0.0003583058,0.0005454666,0.0007127023,0.0005261427,0.0008772638,0.0005588013,0.0007308512,0.001597514],"category_scores_gemma":[0.003575478,0.0004008925,0.001196602,0.001097303,0.0004928426,0.001087857,0.000799283,0.0006442447,0.0003006559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004390152,"about_ca_system_score_gemma":0.0003292089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384878,"about_ca_topic_score_gemma":0.001776869,"domain_scores_codex":[0.9987152,0.0003125433,0.0001908727,0.0004510045,0.0001584897,0.0001720035],"domain_scores_gemma":[0.9977314,0.0003275218,0.001097166,0.0003653735,0.0001591984,0.0003194296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002107239,0.0001392749,0.9946641,0.00002001293,0.0005733871,0.0001431346,0.00008182982,0.00007697728,0.0004447825,0.00005060049,0.0002225976,0.001476232],"study_design_scores_gemma":[0.0001341048,0.000495269,0.9977393,0.000006309406,0.0002256603,0.0003256295,0.0002310434,0.000396459,0.0001158274,0.00006630826,0.0002495574,0.00001444321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990662,0.0002004781,0.0001946762,0.00002837452,0.00001299979,0.00001263596,0.0003350349,0.000002502341,0.0001470309],"genre_scores_gemma":[0.9990791,0.00005251968,0.00009677339,0.00003604355,0.0000297728,0.00001427107,0.0005904921,0.000003046288,0.00009789759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597514,"threshold_uncertainty_score":0.008311331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199116183487092,"score_gpt":0.3362106401932068,"score_spread":0.3162990218444976,"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."}}