{"id":"W4281859280","doi":"10.1055/a-1784-4523","title":"Safety and effectiveness of underwater cold snare resection without submucosal injection of large non-pedunculated colorectal lesions","year":2022,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Endoscopic mucosal resection; Colonoscopy; Surgery; Resection; Retrospective cohort study; Cohort; Colorectal cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005255489,0.00008842185,0.0002526148,0.0001957254,0.0001114957,0.00001600347,0.0001581024,0.00002688988,0.000560838],"category_scores_gemma":[0.0000435584,0.00008239075,0.00005304781,0.0002144419,0.00003533508,0.0001360365,0.0004177732,0.0001360014,0.000001553351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201079,"about_ca_system_score_gemma":0.00007286563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619956,"about_ca_topic_score_gemma":0.0001062276,"domain_scores_codex":[0.9990185,0.0001087504,0.0002472177,0.0001878641,0.0003324282,0.0001052201],"domain_scores_gemma":[0.9995119,0.00009256108,0.0001437559,0.00009911622,0.0001176867,0.00003496831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01538538,0.0004447802,0.9113611,0.0001923454,0.0005760266,0.00001558645,0.0004156251,0.0007305046,0.06664728,0.003206618,0.0008256276,0.0001991167],"study_design_scores_gemma":[0.00996161,0.001749454,0.916378,0.0001922371,0.0001318161,0.00005075099,0.0006781947,0.001864598,0.0653087,0.0001327241,0.003428057,0.0001238379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99348,0.00001965627,0.0008853667,0.0002657283,0.0005388315,0.0009093285,0.00008822144,0.00001298536,0.003799899],"genre_scores_gemma":[0.998344,0.0000155146,0.0002035354,0.00005387803,0.0000324005,0.00007625474,0.0001936559,0.00001287667,0.001067853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00542377,"threshold_uncertainty_score":0.6140783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500193606986325,"score_gpt":0.3247216373478546,"score_spread":0.3097197012779914,"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."}}