{"id":"W3000512985","doi":"10.1093/ecco-jcc/jjab076.488","title":"P364 Patient reported outcomes, partial MAYO score and SCCAI are equally accurate in predicting mucosal healing in UC: final results form a prospective study","year":2021,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Ulcerative colitis; Calprotectin; Colonoscopy; Gold standard (test); Prospective cohort study; Inflammatory bowel disease; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00767489,0.001075699,0.0007577849,0.00072194,0.0004256792,0.00164822,0.0006148217,0.001001462,0.002460148],"category_scores_gemma":[0.01221096,0.000525534,0.001680815,0.0008401261,0.0006206784,0.001210289,0.0008769655,0.0009820107,0.0008500338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173404,"about_ca_system_score_gemma":0.0004097629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008225396,"about_ca_topic_score_gemma":0.0009074208,"domain_scores_codex":[0.9958469,0.002507329,0.0003136927,0.0005475246,0.0005167469,0.0002678068],"domain_scores_gemma":[0.9875998,0.005208329,0.00337532,0.001059066,0.001412159,0.001345233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002426426,0.0001363281,0.994647,0.00002955779,0.0003950004,0.00004830179,0.00005148048,0.00005740198,0.0001362949,0.000008180488,0.00008145181,0.001982572],"study_design_scores_gemma":[0.0003107546,0.002979035,0.9942022,0.0000374482,0.0006079107,0.0003096666,0.0001718263,0.0007529524,0.0001942725,0.00005338909,0.0003626177,0.0000179266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977064,0.001102491,0.0003041905,0.0000541775,0.00002390094,0.00004875457,0.0003409437,0.000006923083,0.0004122827],"genre_scores_gemma":[0.9990221,0.0001432039,0.0001664312,0.00002320879,0.00003201891,0.00002750406,0.000408419,0.000004106965,0.0001728761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00767489,"threshold_uncertainty_score":0.04058915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161792007006393,"score_gpt":0.2834391364792965,"score_spread":0.2618212164092326,"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."}}