{"id":"W2922502510","doi":"10.1093/jcag/gwz006.242","title":"A243 CLOSTRIDIUM DIFFICILE COLITIS: DIAGNOSTIC DIFFICULTY WITHOUT DIARRHEA","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Leukocytosis; Medicine; Diarrhea; Abdominal pain; Colitis; Gastroenterology; Internal medicine; Colonoscopy; Transverse colon; Pseudomembranous colitis; Clostridium Difficile Colitis; Clostridium difficile; Enterocolitis; Ascending colon; Surgery; Antibiotics; Microbiology; Colorectal 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":[0.0005216519,0.0001237333,0.0005426733,0.0001884941,0.0000605916,0.00001557492,0.0002337662,0.0001521386,0.0004008568],"category_scores_gemma":[0.001565028,0.00009593132,0.0002460752,0.0001096033,0.00005490864,0.00005325238,0.00003506451,0.0004239832,0.00002572743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001927,"about_ca_system_score_gemma":0.0007370118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249922,"about_ca_topic_score_gemma":0.2111538,"domain_scores_codex":[0.9982286,0.0002417977,0.0006060235,0.0001160669,0.0003778205,0.0004296651],"domain_scores_gemma":[0.997689,0.0002390059,0.001034541,0.0002401467,0.0004750364,0.0003222733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001915766,0.00005823024,0.9802159,0.00003034054,0.0001660595,0.00001568161,0.0001128544,0.00001855237,0.001185331,0.00004265197,0.0179264,0.00003640469],"study_design_scores_gemma":[0.003051753,0.0009022113,0.9879393,0.000176229,0.0001631981,0.0002520795,0.00004217744,0.00001968018,0.0005281289,0.00003540888,0.006842257,0.00004759555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980714,0.00002577731,0.000008776546,0.01698365,0.001332725,0.0003385116,0.00008933882,0.000004416885,0.0005028429],"genre_scores_gemma":[0.9956191,0.00002153142,0.00008074955,0.001926572,0.0002445231,0.000002875326,0.000006211277,0.00001563823,0.002082868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059039,"threshold_uncertainty_score":0.8032406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005235792116186057,"score_gpt":0.2224094514007409,"score_spread":0.2171736592845548,"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."}}