{"id":"W3162737455","doi":"10.1016/j.gie.2021.05.011","title":"Impact of technical innovations in EMR in the treatment of large nonpedunculated polyps involving the ileocecal valve (with video)","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Cook Medical; Boston Scientific Corporation","keywords":"Medicine; Interquartile range; Colonoscopy; Perforation; Ileocecal valve; Cohort; Surgery; Observational study; Prospective cohort study; Internal medicine; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002794021,0.0001310362,0.0002745865,0.0001426439,0.00003779082,0.00000952908,0.00007144362,0.00003044195,0.00003585757],"category_scores_gemma":[0.0004113326,0.00006868171,0.0001406023,0.001289531,0.00008459976,0.00003370201,0.00001880574,0.0002249216,7.841342e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366394,"about_ca_system_score_gemma":0.0003657818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529012,"about_ca_topic_score_gemma":0.001913006,"domain_scores_codex":[0.9989167,0.0001107193,0.0003415955,0.0001754735,0.0002307456,0.0002247441],"domain_scores_gemma":[0.9990408,0.0003606776,0.0001193295,0.0002709387,0.0001757697,0.00003251733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00381721,0.001149873,0.8595544,0.00002669558,0.00004338511,0.0001337739,0.000803948,0.0002804851,0.1331736,0.0001219021,0.00003243435,0.0008622613],"study_design_scores_gemma":[0.002727942,0.01015258,0.9765872,0.000525905,0.00006022718,0.002835214,0.0006161454,0.0007466829,0.005643512,0.00003227923,0.00001491791,0.00005737678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971388,0.0002336911,0.001545037,0.0003686637,0.00001559805,0.0002957588,0.00001308616,0.0000188231,0.0003705573],"genre_scores_gemma":[0.9949846,0.00001279199,0.004844595,0.00003615843,0.00003511591,0.00004172448,0.00002045672,0.00001033086,0.00001419924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275301,"threshold_uncertainty_score":0.2800759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069835942085155,"score_gpt":0.3192427574632067,"score_spread":0.2985443980423551,"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."}}