{"id":"W4399365465","doi":"10.58931/cibdt.2024.2126","title":"Updates In The Management Of Pediatric Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Inflammatory bowel disease; Medicine; Intensive care medicine; Gastroenterology; Disease; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002049653,0.0001151791,0.00005331308,0.0001416044,0.00004025595,0.00003497526,0.0002855913,0.00005652307,0.00007073911],"category_scores_gemma":[0.00001216363,0.00009792938,0.00007295248,0.0001313328,0.00004701343,0.00000527578,0.00003775036,0.00007227817,0.00006046808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004240688,"about_ca_system_score_gemma":0.0004419961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706805,"about_ca_topic_score_gemma":0.009183055,"domain_scores_codex":[0.999171,0.00005147576,0.0001696043,0.0002331196,0.0001140261,0.000260838],"domain_scores_gemma":[0.9993212,0.000006302973,0.00002076012,0.0003877026,0.00002091092,0.0002431163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498312,0.0001830046,0.6431243,0.00526849,0.0006512129,0.02863878,0.001494747,0.001189873,0.001626587,0.07279217,0.2368477,0.007833309],"study_design_scores_gemma":[0.000243697,0.0000160679,0.8903249,0.00005039308,0.00009813402,0.000003290237,0.0001869325,0.0001122977,0.0001333063,0.0004829573,0.1081044,0.0002436442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991343,0.002824413,0.000007319532,0.0004252233,0.0002259253,0.0002870418,0.0001114808,0.00001017779,0.004765417],"genre_scores_gemma":[0.9984099,0.0002359454,0.00002450167,0.0003770877,0.0002263331,0.00005599215,0.00009506415,0.0000194965,0.0005557123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472006,"threshold_uncertainty_score":0.512436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004997142245987563,"score_gpt":0.2131158685540621,"score_spread":0.2081187263080745,"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."}}