{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003424872,0.0002467678,0.0003218162,0.0005391032,0.00005333638,0.00002794464,0.0001792879,0.0002237816,0.000002152125],"category_scores_gemma":[0.0003947762,0.0002650318,0.00007718529,0.0003719245,0.0001317715,0.00002224817,0.0002091349,0.0001756519,0.000004757888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940078,"about_ca_system_score_gemma":0.0001678737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295896,"about_ca_topic_score_gemma":0.0001505207,"domain_scores_codex":[0.998342,0.000136439,0.0004412899,0.0004491084,0.000241294,0.0003899131],"domain_scores_gemma":[0.9992168,0.00005935176,0.000146709,0.0003334453,0.00005387309,0.0001898207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003148687,0.00006064185,0.9926406,0.0001606138,0.00002988842,0.0001935854,0.0001979523,0.00004012759,0.00000850864,0.000002433092,0.006085398,0.0002654385],"study_design_scores_gemma":[0.00115704,0.00007123902,0.9978848,0.000005368216,0.0001073347,0.000001336322,0.0001137786,0.00008148734,0.000007989356,0.0002594799,0.00004116848,0.0002689936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964028,0.002455262,0.00002032841,0.00001953967,0.0003788065,0.000383722,0.0002651027,0.00002684648,0.00004761967],"genre_scores_gemma":[0.995948,0.003344158,0.0001847031,0.00003487845,0.0001607965,0.00004992476,0.00009144752,0.00003536031,0.0001507952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006044229,"threshold_uncertainty_score":0.9999802,"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."}}