{"id":"W4362561358","doi":"10.3389/fped.2023.1157025","title":"Phenotype and outcomes of very early onset and early onset inflammatory bowel diseases in a Montreal pediatric cohort","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pancolitis; Inflammatory bowel disease; Internal medicine; Ulcerative colitis; Gastroenterology; Cohort; Incidence (geometry); Clinical endpoint; Disease; Colorectal cancer; Cancer; Clinical trial; Colonoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005760228,0.0005536629,0.0004657035,0.001074302,0.0008031447,0.0009282557,0.0006811572,0.000354211,0.002502164],"category_scores_gemma":[0.001626502,0.0002513986,0.0004716125,0.001524845,0.0003980787,0.0004448519,0.0007762135,0.0004165042,0.0002397214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397947,"about_ca_system_score_gemma":0.001670858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3866385,"about_ca_topic_score_gemma":0.3668995,"domain_scores_codex":[0.9994149,0.00006978244,0.00003333322,0.0001718396,0.0001165008,0.0001935523],"domain_scores_gemma":[0.9987723,0.00009469974,0.0005817661,0.00006717459,0.0002461284,0.0002379721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000409734,0.000007245635,0.9984127,0.00000713277,0.00004156569,0.0001336323,0.0000896968,0.00005119438,0.0001734107,0.00001928259,0.0001630482,0.0008600876],"study_design_scores_gemma":[0.000003643887,0.00003281504,0.999176,0.000006557715,0.00001379014,0.0002434618,0.0001441533,0.00006965785,0.00002984825,0.000005721934,0.0002711962,0.000003151778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967153,0.0003737698,0.0001017108,0.00004626588,0.00000370339,0.00001888629,0.002279031,0.000007975739,0.0004533925],"genre_scores_gemma":[0.9970355,0.0002578786,0.0001419597,0.00002844134,0.000008909423,0.0000245121,0.00225261,0.000005931714,0.0002442298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6133615,"threshold_uncertainty_score":0.7687759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00343250785265817,"score_gpt":0.2054038416900947,"score_spread":0.2019713338374365,"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."}}