{"id":"W4386506644","doi":"10.12691/ijcd-11-1-4","title":"Adenocarcinoma in the Small Intestine in Celiac Disease over more than 30-years","year":2023,"lang":"en","type":"article","venue":"International Journal of Celiac Disease","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Adenocarcinoma; Disease; Gastroenterology; Small intestine; 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":[0.000836573,0.0002096694,0.0002858417,0.001066735,0.00002823012,0.0001110247,0.0007441847,0.00003559591,0.0003466698],"category_scores_gemma":[0.00114218,0.000158555,0.0003495903,0.0006137121,0.0001099149,0.000211214,0.0002393805,0.0004487387,0.0001326044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557182,"about_ca_system_score_gemma":0.0005549109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007308893,"about_ca_topic_score_gemma":0.00002674688,"domain_scores_codex":[0.9967846,0.0001407808,0.0006598409,0.0002763958,0.001700885,0.0004375319],"domain_scores_gemma":[0.9981194,0.0001959803,0.0001975884,0.0003506368,0.0003327715,0.0008036189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004002075,0.001229985,0.9222296,0.0001567289,0.0001837192,0.04511507,0.0004545848,0.0005502093,0.0001124442,0.0008196572,0.01759658,0.007549322],"study_design_scores_gemma":[0.00344687,0.0001066674,0.9837204,0.0005936894,0.000108746,0.00003076412,0.0004637118,0.001558215,0.00000946381,0.001447245,0.008367708,0.0001465355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789339,0.002322386,0.00003570965,0.01728797,0.0004767568,0.0004711709,0.00009373856,0.00002594059,0.0003524446],"genre_scores_gemma":[0.9957556,0.001271684,0.00003132081,0.001721066,0.0006056862,0.00004672237,0.0001091745,0.00003140758,0.0004274143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06149076,"threshold_uncertainty_score":0.6465687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760165982022432,"score_gpt":0.3381648450891154,"score_spread":0.310563185268891,"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."}}