{"id":"W4310736452","doi":"10.14309/01.ajg.0000897544.47554.b2","title":"S9 Endoscopic Scores as Predictors of Treatment Failure in Ulcerative Colitis","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Exacerbation; Internal medicine; Asymptomatic; Colonoscopy; Gastroenterology; Retrospective cohort study; Disease; Surgery; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001327836,0.000328546,0.000447863,0.001332958,0.0003070904,0.0005129048,0.0003761524,0.0005177887,0.003214336],"category_scores_gemma":[0.004203423,0.0001473234,0.0007734962,0.0009752277,0.0002949341,0.0004446908,0.0004956085,0.0005079134,0.0004339172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236109,"about_ca_system_score_gemma":0.0002385897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007532843,"about_ca_topic_score_gemma":0.0006695578,"domain_scores_codex":[0.9992816,0.0002363266,0.0001239257,0.00007050576,0.0001759092,0.000111803],"domain_scores_gemma":[0.9925674,0.001684106,0.003943044,0.0001648162,0.0005189926,0.001121687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003300174,0.00002229304,0.9978689,0.00002000265,0.00003305587,0.0001290858,0.00001686698,0.00006451308,0.00008415383,0.000004984801,0.00004778553,0.001378195],"study_design_scores_gemma":[0.000008959606,0.0003218434,0.9982585,0.00001371025,0.00003437753,0.0007970408,0.00005638713,0.0002808569,0.00005497103,0.00001387454,0.0001558711,0.000003598217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975158,0.001390692,0.000101662,0.00004983506,0.00001141943,0.00001139479,0.000231162,0.000005339919,0.000682698],"genre_scores_gemma":[0.9994782,0.0001196499,0.00007001356,0.000007382699,0.00001213917,0.000004638242,0.0002073607,0.000001851113,0.00009875455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214336,"threshold_uncertainty_score":0.01075298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004479256314641393,"score_gpt":0.2289911009553438,"score_spread":0.2245118446407024,"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."}}