{"id":"W2146360585","doi":"10.4021/gr339e","title":"Diagnostic Yield of Microscopic Colitis in Open Access Endoscopy Center","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Microscopic Colitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Microscopic colitis; Lymphocytic colitis; Endoscopy; Colonoscopy; Collagenous colitis; Gastroenterology; Colitis; Internal medicine; Pathology; Inflammatory bowel disease; Colorectal cancer; Disease; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003821317,0.0002177133,0.0003161013,0.001962116,0.0002882333,0.0008980903,0.0004273705,0.0003837387,0.001440531],"category_scores_gemma":[0.03078133,0.0002284233,0.0002895611,0.001032647,0.0006193976,0.0008067237,0.001063413,0.0003470188,0.0002368723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375779,"about_ca_system_score_gemma":0.0005138587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725961,"about_ca_topic_score_gemma":0.001700042,"domain_scores_codex":[0.9959336,0.001355063,0.0006625861,0.0004051086,0.001277889,0.0003658696],"domain_scores_gemma":[0.9638053,0.01528419,0.01443795,0.00125873,0.003778795,0.001435102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002288321,0.00001867037,0.9966695,0.00002125685,0.00001601804,0.0001248941,0.00006017978,0.00004480181,0.0002224208,0.000008672861,0.00004332223,0.002541312],"study_design_scores_gemma":[0.00001143757,0.0003332791,0.9948525,0.00003409297,0.00005412401,0.002501004,0.0003082992,0.000488862,0.001098348,0.00002554056,0.0002847155,0.000007736631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982525,0.0005244576,0.0003019357,0.00005374505,0.000005471732,0.00001545968,0.0001615805,0.00001035833,0.0006745211],"genre_scores_gemma":[0.9994875,0.0001063039,0.0002283775,0.0000166331,0.000009990503,0.000004653931,0.0001138283,0.00000271108,0.00002992771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003821317,"threshold_uncertainty_score":0.02020925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386809547407983,"score_gpt":0.464813942115439,"score_spread":0.2261329873746407,"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."}}