{"id":"W2328081523","doi":"10.1097/mib.0000000000000155","title":"Assessment of Histologic Disease Activity in Crohnʼs Disease","year":2014,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"UCB Pharma; Relypsa; Wyeth Pharmaceuticals; Sanofi Genzyme; Amgen; ActoGeniX; Atlantic Healthcare; Astellas Pharma; Ironwood Pharmaceuticals, Incorporated; Prometheus; Pfizer; Biogen; Celgene; Therakos; Novo Nordisk; Teva Pharmaceutical Industries; Gilead Sciences; Genentech; University of Pittsburgh; Takeda Oncology; Tillotts Pharma; Shire; Orexigen Therapeutics; Bristol-Myers Squibb; Eli Lilly and Company; Procter and Gamble","keywords":"Medicine; Disease; Cochrane Library; Crohn's disease; MEDLINE; Clinical trial; Inflammatory bowel disease; Internal medicine; Pathology; Physical therapy; Intensive care medicine; Randomized controlled trial; Gastroenterology","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":[0.0004646454,0.001272497,0.001947142,0.0005233789,0.0001376148,0.00006807901,0.001201794,0.0005185989,0.0001498437],"category_scores_gemma":[0.0007153134,0.001218362,0.001793088,0.0002400033,0.0004731674,0.00003156721,0.0006587841,0.0004675004,0.00006379655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079485,"about_ca_system_score_gemma":0.003921394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006497477,"about_ca_topic_score_gemma":0.00002548251,"domain_scores_codex":[0.9940372,0.001271731,0.001516238,0.001589181,0.0007145068,0.0008711552],"domain_scores_gemma":[0.9945567,0.0001333599,0.001268183,0.002428528,0.0001839971,0.001429287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003423599,0.004320994,0.5806723,0.2536843,0.00142479,0.01111667,0.00002555446,0.0009316173,0.0000593214,0.002877207,0.007625066,0.1338386],"study_design_scores_gemma":[0.0008091955,0.0000646288,0.5368794,0.00478738,0.001394693,0.000003651234,0.00000377822,0.0001155162,7.437302e-7,0.0001189969,0.4545199,0.00130203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02397368,0.9704438,0.00008628024,0.00001367023,0.0005191654,0.002246359,0.002140357,0.00009781983,0.0004788487],"genre_scores_gemma":[0.06185236,0.9336871,0.00004773562,0.00009703482,0.0005722509,0.001343791,0.001769817,0.0002438192,0.0003861092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4468949,"threshold_uncertainty_score":0.9990266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689368587767448,"score_gpt":0.3068273971716027,"score_spread":0.2899337112939283,"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."}}