{"id":"W3211017641","doi":"10.14309/01.ajg.0000774864.48810.48","title":"S597 Endoscopic Mucosal Resection versus Partial Colectomy for Benign Colorectal Polyps in a Propensity-Matched Cohort","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Propensity score matching; Internal medicine; Colorectal cancer; Odds ratio; Colectomy; Cohort; Surgery; 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":[0.003667381,0.00033284,0.0007552872,0.0008724282,0.0003503097,0.0007821524,0.0005284643,0.0005739111,0.003104271],"category_scores_gemma":[0.007736596,0.0002826783,0.001929191,0.001262348,0.000358382,0.0005777233,0.0006303444,0.0005175277,0.0003882283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243616,"about_ca_system_score_gemma":0.0005891877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470873,"about_ca_topic_score_gemma":0.00141196,"domain_scores_codex":[0.9975724,0.0007682275,0.0003429718,0.0007407577,0.0003949659,0.0001807314],"domain_scores_gemma":[0.9969671,0.0008921265,0.001374969,0.0003434595,0.0001612097,0.000261197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005538471,0.0001311239,0.9837194,0.0001533822,0.002353745,0.0002115095,0.0001088954,0.0004212982,0.0004635889,0.0002320019,0.001068887,0.005597651],"study_design_scores_gemma":[0.0009198184,0.002172786,0.9841639,0.000106191,0.001776132,0.0009178346,0.0002849345,0.005967712,0.0003155899,0.0007807559,0.002562846,0.00003138145],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941853,0.0008292263,0.00121051,0.000179833,0.00008119937,0.0001416926,0.002781059,0.00001109241,0.000580186],"genre_scores_gemma":[0.9967558,0.0002082318,0.0004611512,0.0001070762,0.00005024497,0.0001237066,0.00207048,0.000004899109,0.0002183781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003667381,"threshold_uncertainty_score":0.01939523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105556899913092,"score_gpt":0.2904684141305492,"score_spread":0.2694128451314183,"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."}}