{"id":"W3034115617","doi":"10.1016/j.gie.2020.03.1892","title":"Su1046 UNDERWATER EMR (UEMR) FOR NON-LIFTING SESSILE COLORECTAL LESIONS","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Victoria General Hospital","funders":"","keywords":"Medicine; Malignancy; Colorectal cancer; Lesion; Dysplasia; Tubular adenoma; Surgery; Endoscopic mucosal resection; Adenoma; Cancer; Radiology; Internal medicine; Resection; Colonoscopy","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":[0.0001418811,0.0002501541,0.0003990403,0.00008623673,0.0001497584,0.00004951338,0.0001220039,0.00003168304,0.0003269932],"category_scores_gemma":[0.0004857226,0.000218904,0.0002065598,0.0002554441,0.0000732816,0.0000992172,0.0001124557,0.000220776,0.0001206002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008162593,"about_ca_system_score_gemma":0.0001212893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003330775,"about_ca_topic_score_gemma":0.0000077032,"domain_scores_codex":[0.9984211,0.00002187562,0.0003378921,0.0004139256,0.0002521623,0.0005530664],"domain_scores_gemma":[0.9990463,0.0002371188,0.0001163477,0.0001642357,0.0001057794,0.0003302521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005434636,0.0003551491,0.6791975,0.00125297,0.00020789,0.0006882033,0.0009051375,0.0002425012,0.214624,0.000543891,0.09089766,0.005650427],"study_design_scores_gemma":[0.07077733,0.03581484,0.6430327,0.005219693,0.003296562,0.01310145,0.009799944,0.08697895,0.06083765,0.0009518553,0.06680802,0.003381044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7004005,0.00006096642,0.2636821,0.02161326,0.0004373065,0.002360641,0.00006813235,0.0005733201,0.01080373],"genre_scores_gemma":[0.8515826,0.000003976406,0.1443634,0.002023492,0.0006473106,0.0000871613,0.00008417202,0.0000514185,0.001156473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537863,"threshold_uncertainty_score":0.8926644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752024020444223,"score_gpt":0.2976538942006891,"score_spread":0.2601336539962468,"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."}}