{"id":"W4319603665","doi":"10.31080/asgis.2023.06.0512","title":"Intestinal Adenocarcinoma in Biopsy-Defined Celiac Disease","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biopsy; Medicine; Adenocarcinoma; Disease; Gastroenterology; Internal medicine; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003419176,0.0001209453,0.0001957137,0.0007953441,0.0003069317,0.0003721581,0.000192498,0.0002600994,0.001534897],"category_scores_gemma":[0.001866033,0.0001160189,0.0001535964,0.0006878416,0.0003151444,0.0002978201,0.0003192724,0.0002008375,0.0002620279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144312,"about_ca_system_score_gemma":0.000143168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102391,"about_ca_topic_score_gemma":0.002166461,"domain_scores_codex":[0.9997557,0.00007317548,0.0000367296,0.00004653766,0.00004420281,0.00004370612],"domain_scores_gemma":[0.9988202,0.0003497076,0.0005152139,0.00007653166,0.0001003908,0.000137942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006877995,0.000007307124,0.9958767,0.00002063529,0.000009378928,0.001341625,0.00006656211,0.000008951441,0.0005243854,0.00001181013,0.00003085287,0.002033021],"study_design_scores_gemma":[0.000003333556,0.0001015781,0.9785903,0.00001857635,0.00002357363,0.02000558,0.0002816062,0.00004129926,0.0003269888,0.00001741013,0.0005875608,0.000002180247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951338,0.003014215,0.0001940056,0.00002319571,0.00001184823,0.00001081394,0.0001182971,0.000005401376,0.001488372],"genre_scores_gemma":[0.9990811,0.0005360557,0.0001069737,0.00001880999,0.000009061801,0.000002913835,0.0001134173,9.182449e-7,0.0001307431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534897,"threshold_uncertainty_score":0.005134761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244996295264352,"score_gpt":0.2821112733760841,"score_spread":0.2596613104234406,"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."}}