{"id":"W4323351220","doi":"10.1093/jcag/gwac036.228","title":"A228 SAFETY AND EFFICACY OF ENDOSCOPIC RESECTION OF NON-AMPULLARY DUODENAL POLYPS AND RISK OF POLYP RECURRENCE","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":"St. Michael's Hospital; University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Context (archaeology); Endoscopic mucosal resection; Surgery; Complication; Gastroenterology; Endoscopy; Internal medicine","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":[0.001481535,0.0001233778,0.000324131,0.0003519895,0.0001554942,0.0004259418,0.0001838412,0.0002982043,0.001216296],"category_scores_gemma":[0.008414255,0.00008693784,0.0005237385,0.0002854023,0.0002691679,0.0003386648,0.0001629681,0.000319665,0.0002134947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410143,"about_ca_system_score_gemma":0.0003887177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462279,"about_ca_topic_score_gemma":0.001477769,"domain_scores_codex":[0.9990547,0.0002239246,0.0001253065,0.0001079119,0.0004225062,0.00006559813],"domain_scores_gemma":[0.9916374,0.003752383,0.002912824,0.0004853247,0.000690104,0.0005218317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006612997,0.0001807831,0.9262673,0.0002606381,0.0002734918,0.0006885905,0.00009679647,0.0003912748,0.002985659,0.00006100547,0.0002817985,0.06189959],"study_design_scores_gemma":[0.00005940233,0.003280189,0.9900187,0.00005310095,0.0001180195,0.003245383,0.00008234064,0.001033882,0.001510677,0.00004311653,0.0005451872,0.000009878111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941,0.003774486,0.0003339054,0.00008800956,0.00001008235,0.00001774135,0.0001737478,0.00001144203,0.001490464],"genre_scores_gemma":[0.9991729,0.0003455819,0.0001342087,0.00002549306,0.00002769413,0.000006359088,0.0001388082,0.000002303698,0.0001465999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481535,"threshold_uncertainty_score":0.007835209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008594604367122321,"score_gpt":0.2470500155105795,"score_spread":0.2384554111434572,"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."}}