{"id":"W2997334803","doi":"10.1097/01.jaa.0000615476.31689.35","title":"A curious case of colitis","year":2019,"lang":"en","type":"article","venue":"JAAPA","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Hematochezia; Medicine; Colitis; Diverticulosis; Ulcerative colitis; Gastroenterology; Inflammatory bowel disease; Internal medicine; Abdominal pain; Disease; Colonoscopy; 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":[0.00001612195,0.00002732001,0.00007613866,0.00002127681,0.000009508683,0.000002191098,0.00002051416,0.00001405969,0.0005445181],"category_scores_gemma":[0.00001032685,0.00002388327,0.00004445667,0.00005831321,0.00001259698,0.00001419459,0.0000126479,0.00002240001,0.0004394413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007884738,"about_ca_system_score_gemma":0.00003255349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007763362,"about_ca_topic_score_gemma":0.000004317925,"domain_scores_codex":[0.9997588,0.000005265458,0.0000641078,0.00006374698,0.00005186583,0.00005619978],"domain_scores_gemma":[0.9996675,0.000009747928,0.00001630512,0.0002053307,0.00004564282,0.00005547111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023405,0.00545167,0.4931307,0.002163328,0.001192975,0.01157701,0.004174731,0.00002813313,0.05974223,0.19912,0.08376541,0.1386304],"study_design_scores_gemma":[0.005452108,0.0007672057,0.8152131,0.0002964623,0.0006795488,0.007382998,0.0009950469,0.001735705,0.008483794,0.002801175,0.1558581,0.0003347195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671979,0.0001359559,0.00001991603,0.0002945249,0.0000289765,0.0001634,0.00001092357,0.0000148902,0.03213354],"genre_scores_gemma":[0.9976228,0.000005356398,0.0001127953,0.0003643154,0.00001732843,0.000008309436,0.000006949188,0.000003803448,0.001858352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220824,"threshold_uncertainty_score":0.5962092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008819446615109956,"score_gpt":0.2684030294413033,"score_spread":0.2595835828261933,"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."}}