{"id":"W2921457490","doi":"10.1093/jcag/gwz006.078","title":"A79 CHARACTERISTICS OF PEDIATRIC INFLAMMATORY BOWEL DISEASE AT DIAGNOSIS RELATED TO EARLIER USE OF BIOLOGIC THERAPY","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Cohort; Internal medicine; Biologic Agents; Crohn's disease; Gastroenterology","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":[0.0004687188,0.00009939617,0.0004621745,0.0003219873,0.00002674948,0.000004310612,0.0001740668,0.0001265899,0.0002775701],"category_scores_gemma":[0.0008988227,0.00007702406,0.000220951,0.0001201909,0.00004195381,0.00005605016,0.0000416331,0.0002041994,0.000006696855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000841018,"about_ca_system_score_gemma":0.000431172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447987,"about_ca_topic_score_gemma":0.01585998,"domain_scores_codex":[0.9983969,0.0002359271,0.0007819759,0.00009281914,0.0002478224,0.0002445986],"domain_scores_gemma":[0.9971107,0.0001492594,0.001709156,0.0002311029,0.0005106528,0.0002891369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006484377,0.00005820315,0.9940696,0.0000402983,0.0001753801,0.000008591329,0.0001548405,0.00001922173,0.001734138,0.00001267535,0.003034394,0.000044257],"study_design_scores_gemma":[0.001436302,0.0008895517,0.9956113,0.00006139395,0.0001218967,0.00001098753,0.000006119137,0.000005155701,0.0001610658,0.00001086851,0.001652775,0.00003259605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938384,0.0000356561,8.773635e-7,0.00509085,0.0005464575,0.0003059151,0.0001670003,0.000001887488,0.00001296027],"genre_scores_gemma":[0.998073,0.0002779533,0.00006083825,0.001014409,0.00007251204,0.000002805874,0.000006364634,0.00001154661,0.0004805656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441199,"threshold_uncertainty_score":0.885024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693762053548757,"score_gpt":0.2267711894962387,"score_spread":0.21707742744269,"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."}}