{"id":"W4393090998","doi":"10.1177/17562848241239606","title":"Accuracy of the Pancolonic Modified Mayo Score in predicting the long-term outcomes of ulcerative colitis: a promising scoring system","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"Szent-Györgyi Albert Orvostudományi Kar, Szegedi Tudományegyetem; Szegedi Tudományegyetem; National Research, Development and Innovation Office; Emberi Eroforrások Minisztériuma","keywords":"Medicine; Ulcerative colitis; Colonoscopy; Internal medicine; Colectomy; Disease; Severity of illness; Retrospective cohort study; Colorectal cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041264,0.0001792548,0.000276391,0.00007075567,0.00004539212,0.0000121585,0.0003925306,0.00007924086,0.000002646784],"category_scores_gemma":[0.00005895591,0.000115995,0.0001133248,0.0001149561,0.0003106743,0.00002131996,0.0001691369,0.0002059666,4.34465e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007252541,"about_ca_system_score_gemma":0.0001058857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009342013,"about_ca_topic_score_gemma":0.00079974,"domain_scores_codex":[0.9982994,0.0004211244,0.0005090135,0.0003026093,0.0001331502,0.0003346701],"domain_scores_gemma":[0.9992068,0.00009383232,0.0002317777,0.0003985798,0.00004451218,0.00002449425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246595,0.00005624135,0.9860344,0.0005003769,0.0001092962,0.00003470352,0.0006391299,0.002622928,0.005598525,0.0005350182,6.777667e-7,0.002622101],"study_design_scores_gemma":[0.000953929,0.0001895352,0.993967,0.0006178138,0.00004240662,0.00003256414,0.0003856397,0.001232196,0.002349478,0.0001454702,0.00001206247,0.00007193341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956295,0.002173689,0.0008661343,0.0001149815,0.0004036094,0.000704939,0.00002083564,0.00001341886,0.00007286125],"genre_scores_gemma":[0.9994713,0.0001770368,0.00003344265,0.00009653007,0.00005525227,0.0001264743,0.000004972031,0.00002172337,0.00001325621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007932565,"threshold_uncertainty_score":0.4730137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622745357558949,"score_gpt":0.293779502362303,"score_spread":0.2775520487867135,"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."}}