{"id":"W3199424304","doi":"10.1053/j.gastro.2021.09.021","title":"Clinical Guidelines for the Management of IBD","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McMaster University; Western University","funders":"","keywords":"Medicine; Crohn's disease; Clinical trial; Disease; Randomized controlled trial; Malignancy; Clinical Practice; Randomization; Inflammatory bowel disease; Intensive care medicine; Internal medicine; Physical therapy","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":[0.000286388,0.00007134428,0.0001005546,0.000007622714,0.00003071379,0.000003430401,0.0001668475,0.00005399876,0.00002426566],"category_scores_gemma":[0.00006690648,0.00005495234,0.0001632457,0.00001455964,0.00009270159,7.784371e-7,0.0001547379,0.00003268344,0.000003675329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002213176,"about_ca_system_score_gemma":0.00002231988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.250138e-7,"about_ca_topic_score_gemma":0.00002056315,"domain_scores_codex":[0.9991874,0.0000709857,0.0003166059,0.0002054704,0.00005047542,0.0001691312],"domain_scores_gemma":[0.9992421,0.0000123671,0.00007841666,0.0003772708,0.0002536074,0.0000362649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005280616,0.0005157411,0.7834904,0.0003442031,0.002819198,0.0003712041,0.00002421723,0.0006343531,0.02381286,0.002240664,0.1617355,0.01873105],"study_design_scores_gemma":[0.0040501,0.0006233198,0.8670461,0.00002603236,0.0003091885,0.00007201893,0.0002408474,0.0003454022,0.003493287,0.0002426385,0.123425,0.0001260197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800514,0.000221473,0.01745397,0.001433961,0.0004497321,0.0001878138,0.00003196183,0.000004852338,0.0001648241],"genre_scores_gemma":[0.9785834,0.0003716743,0.0154055,0.003939105,0.0005131107,0.00009458961,0.0001079288,0.00001978435,0.000964897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08355575,"threshold_uncertainty_score":0.2240891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033176734676978,"score_gpt":0.3486764360636235,"score_spread":0.3083446687168537,"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."}}