{"id":"W2171301533","doi":"10.1097/pas.0b013e3181ae2545","title":"Collagenous Sprue","year":2009,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Microscopic Colitis","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Sprue; Enteropathy; Malabsorption; Gastroenterology; Villous atrophy; Hypoproteinemia; Lymphocytic colitis; Internal medicine; Pathology; Intraepithelial lymphocyte; Diarrhea; Tropical sprue; Coeliac disease; Inflammatory bowel disease; Disease; Microscopic colitis; Biology","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":[0.000471302,0.00009158814,0.000536766,0.00007893793,0.00004811905,0.000006715635,0.000163153,0.00002879223,0.0002029853],"category_scores_gemma":[0.00006826647,0.00005332017,0.0001542084,0.0002404433,0.0004269681,0.0000203517,0.00002024424,0.0003173393,0.00003168961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004861323,"about_ca_system_score_gemma":0.0001150616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008668452,"about_ca_topic_score_gemma":8.408911e-7,"domain_scores_codex":[0.998939,0.0001869688,0.0003658644,0.00009111824,0.0001794761,0.0002375624],"domain_scores_gemma":[0.9989852,0.0001744531,0.0003409673,0.000222042,0.0001273975,0.0001499376],"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":[0.00894519,0.001280763,0.0184293,0.00002379637,0.0002518044,0.1047217,0.003213698,0.00003056039,0.1067104,0.003283543,0.01311132,0.7399979],"study_design_scores_gemma":[0.005410271,0.02195358,0.4795157,0.0001243667,0.0003197619,0.3348147,0.0008513207,0.0000123338,0.002251339,0.003088766,0.1513705,0.0002873197],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790164,0.0005421061,0.000111844,0.0165679,0.0001226034,0.00008415674,0.000001480437,0.00001058942,0.003542914],"genre_scores_gemma":[0.9951622,0.0003650698,0.0007983135,0.002952195,0.0003877541,4.86179e-7,4.036898e-7,0.000007110608,0.0003264331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397106,"threshold_uncertainty_score":0.2222547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074501732077059,"score_gpt":0.2927674885983327,"score_spread":0.2820224712775621,"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."}}