{"id":"W2094436918","doi":"10.1097/01.mib.0000437986.00190.71","title":"Histologic Evaluation of Ulcerative Colitis","year":2014,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; McGill University; Western University","funders":"UCB Pharma; Takeda Oncology; Tillotts Pharma; Genentech; Biogen; Celgene; Teva Pharmaceutical Industries; Gilead Sciences; Pfizer; Wyeth Pharmaceuticals; ActoGeniX; Bristol-Myers Squibb","keywords":"Medicine; Ulcerative colitis; Internal medicine; Clinical trial; Gastroenterology; Inflammatory bowel disease; Colitis; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008961898,0.0007584592,0.001289001,0.0002293173,0.0001319337,0.00003906736,0.0006483571,0.0006146205,0.0003023612],"category_scores_gemma":[0.001000814,0.0007084709,0.001123546,0.0001161411,0.0004120573,0.00001228223,0.0002449798,0.0001989932,0.0001584922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055556,"about_ca_system_score_gemma":0.002317765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000282391,"about_ca_topic_score_gemma":0.00003705654,"domain_scores_codex":[0.9948405,0.001793493,0.001198503,0.0008819276,0.0008269866,0.0004586097],"domain_scores_gemma":[0.9964228,0.00007757304,0.001141525,0.001295254,0.0007248431,0.0003379877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006904932,0.0004890496,0.001450066,0.05309363,0.001845114,0.0003239934,0.00006977863,0.0002076505,0.00001999834,0.001548749,0.02764284,0.9126186],"study_design_scores_gemma":[0.00082523,0.00009087766,0.0137343,0.002869259,0.003798653,0.00002054767,0.00001700208,0.00004923149,0.00001017103,0.0002021262,0.9774757,0.000906885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003377101,0.9911683,0.0000261506,0.000003505922,0.0004889233,0.002004373,0.0007994273,0.00005674807,0.002075526],"genre_scores_gemma":[0.00381778,0.9915128,0.00003549701,0.00005823563,0.0007622314,0.001171985,0.002145987,0.0001462758,0.0003492259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9498329,"threshold_uncertainty_score":0.9995366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762419348325037,"score_gpt":0.3136006476547644,"score_spread":0.285976454171514,"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."}}