{"id":"W4224293119","doi":"10.1093/ibd/izac057","title":"Ulcerative Colitis and Diverticulitis Are Possibly Connected to the Same Hub","year":2022,"lang":"en","type":"letter","venue":"Inflammatory Bowel Diseases","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ulcerative colitis; Diverticulitis; Inflammatory bowel disease; Pancolitis; Dysbiosis; Disease; Population; Internal medicine; Gastroenterology; Immunology; Colonoscopy; Colorectal cancer; Environmental health; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006459896,0.0004490622,0.0005018593,0.0001885283,0.0006697018,0.00019885,0.0003677686,0.0001859106,0.002091956],"category_scores_gemma":[0.0002650691,0.0003554906,0.0003011148,0.0002522701,0.0002468574,0.0001117804,0.0004315963,0.0007341538,0.0002849424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921336,"about_ca_system_score_gemma":0.0003959131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224842,"about_ca_topic_score_gemma":0.00006949082,"domain_scores_codex":[0.997317,0.0002994479,0.0004028065,0.0007250126,0.0007586616,0.0004970698],"domain_scores_gemma":[0.9977916,0.0002476563,0.0001823621,0.001000405,0.0002922649,0.0004856683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003409207,0.0001043397,0.01666236,0.0003566662,0.000494517,0.003408893,0.000450653,0.000007479875,0.000005205115,0.000237431,0.9774513,0.000480268],"study_design_scores_gemma":[0.0004747633,0.00008432259,0.5123571,0.0001817005,0.0007806152,0.00005393278,0.0003085032,0.00001774118,0.000003476326,0.000174845,0.485282,0.0002809743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2041925,0.003002104,0.00001860933,0.7799743,0.0005174049,0.003569393,0.00666434,0.0004640908,0.001597233],"genre_scores_gemma":[0.08515292,0.000178326,0.00002166239,0.9029331,0.002241067,0.002345982,0.002324068,0.0001204055,0.004682445],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4956947,"threshold_uncertainty_score":0.9998897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407003273485545,"score_gpt":0.2418423990456346,"score_spread":0.2277723663107792,"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."}}