{"id":"W1983916184","doi":"10.1016/j.gie.2013.08.016","title":"Novel irregular vascular pattern features of serrated adenoma detected by high-definition iScan endoscopic technique","year":2013,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Narrow-band imaging; Chromoendoscopy; Endoscope; Endoscopy; Adenoma; High resolution; Endoscopic treatment; Radiology; Nuclear medicine; Artificial intelligence; Colonoscopy; Internal medicine; Computer science; Colorectal cancer; Geology; Remote sensing; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002259223,0.0008475886,0.001205549,0.000543165,0.0001187898,0.00006712545,0.0003408593,0.0006944678,0.0004481796],"category_scores_gemma":[0.0003671833,0.0008143811,0.0004171292,0.0005413427,0.0002483275,0.0001230098,0.0001119637,0.002821117,0.00004631103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354413,"about_ca_system_score_gemma":0.0002866471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541813,"about_ca_topic_score_gemma":0.00005278939,"domain_scores_codex":[0.9961804,0.000213458,0.000845296,0.0009880734,0.0009393478,0.0008334501],"domain_scores_gemma":[0.9973809,0.0002338049,0.0007330163,0.0008665542,0.0005750544,0.0002107016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008518844,0.000147308,0.0007043446,0.0010076,0.0002116726,0.0002461084,0.00002714017,0.000003429275,0.7086089,0.000001920492,0.28563,0.002559629],"study_design_scores_gemma":[0.02024815,0.0524794,0.07950671,0.02791529,0.003932305,0.05346619,0.0001930676,0.0004464446,0.7109468,0.0004234144,0.04661312,0.003829104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1157877,0.002765821,0.7555703,0.1051116,0.002033529,0.01047957,0.002166549,0.003115853,0.002969116],"genre_scores_gemma":[0.4602689,0.0001400686,0.4109581,0.09707146,0.007861676,0.004008454,0.01297394,0.001229546,0.005487841],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3446122,"threshold_uncertainty_score":0.9994794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443173940816957,"score_gpt":0.2312263794196255,"score_spread":0.216794640011456,"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."}}