{"id":"W3097809518","doi":"10.1111/apt.16147","title":"Histologic remission does not offer additional benefit for ulcerative colitis patients in endoscopic remission","year":2020,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Ulcerative colitis; Complete remission; Spontaneous remission; Gastroenterology; Colitis; Internal medicine; Pathology; Disease; Chemotherapy; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123555,0.0001419309,0.0005764804,0.0003011169,0.0002599457,0.0005543444,0.0002750315,0.0004825021,0.00352513],"category_scores_gemma":[0.006383474,0.000112121,0.001184239,0.0004992632,0.0002200201,0.0004811353,0.0003810728,0.0008454645,0.0003066559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237739,"about_ca_system_score_gemma":0.0003343159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006391942,"about_ca_topic_score_gemma":0.001502251,"domain_scores_codex":[0.9993914,0.0001999723,0.00006427288,0.00009007238,0.0001306258,0.0001237363],"domain_scores_gemma":[0.9929806,0.002176809,0.003127068,0.0003140709,0.0002306365,0.001170897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002276794,0.0001037483,0.9828263,0.00008731671,0.0002158022,0.0002001166,0.00003465467,0.0001116578,0.0003061627,0.00006645081,0.0002301347,0.0135409],"study_design_scores_gemma":[0.00009791462,0.0009946595,0.9963116,0.00004376892,0.0002957226,0.0009628474,0.00008795,0.0003977033,0.00008234425,0.00019284,0.0005267487,0.000005839162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951747,0.002562487,0.0001992173,0.0004648815,0.00003408365,0.00001132277,0.0002867334,0.00001203814,0.001254713],"genre_scores_gemma":[0.9989563,0.0003780776,0.00007233913,0.00009822904,0.00005016695,0.000003033214,0.0003165075,0.000003011585,0.0001224139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00352513,"threshold_uncertainty_score":0.01179278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134010759586439,"score_gpt":0.285651686375515,"score_spread":0.2643115787796506,"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."}}