{"id":"W2037201816","doi":"10.5009/gnl.2009.3.4.237","title":"Adult Celiac Disease and Its Malignant Complications","year":2009,"lang":"en","type":"article","venue":"Gut and Liver","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Disease; Sprue; Lymphoma; Gluten free; Gluten; Biopsy; Gastroenterology; Cancer; Population; Internal medicine; Coeliac disease; Malabsorption; Pathology","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":[0.00002827836,0.00005861266,0.0000729368,0.00004267056,0.00006543376,0.00001860838,0.00002269341,0.0000124757,0.00009557424],"category_scores_gemma":[0.00002387442,0.00004627166,0.00002357359,0.00004492751,0.00002508528,0.00004177792,0.00002984185,0.0000386807,0.00005014079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008036249,"about_ca_system_score_gemma":0.00001707685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000106356,"about_ca_topic_score_gemma":0.000001772357,"domain_scores_codex":[0.9995304,0.000008818488,0.00006037496,0.0001451027,0.0001171123,0.0001382135],"domain_scores_gemma":[0.9994256,0.000008926851,0.00001039035,0.0001137302,0.00004883094,0.0003925601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00164034,0.002094424,0.03179063,0.001596942,0.0003478937,0.001309086,0.0008561074,0.000002165914,0.01240042,0.2381616,0.2594238,0.4503767],"study_design_scores_gemma":[0.0008208085,0.0001218047,0.9331058,0.0000790214,0.0001103118,0.000006355082,0.00004186227,0.0008567249,0.00004948402,0.0005523319,0.06417255,0.00008294013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926434,0.02357395,0.0001316632,0.02654655,0.00003856008,0.001174571,0.00006761029,0.00009520075,0.02193792],"genre_scores_gemma":[0.990119,0.005452447,0.00006391963,0.001708245,0.00005370779,0.000013465,0.00003080309,0.000003632167,0.002554801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9013152,"threshold_uncertainty_score":0.1886903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902407756538339,"score_gpt":0.2868865002167246,"score_spread":0.2678624226513412,"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."}}