{"id":"W3013062810","doi":"10.1053/j.gastro.2020.03.039","title":"Deep Remission at 1 Year Prevents Progression of Early Crohn’s Disease","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Otsuka Pharmaceutical Development and Commercialization; Genentech; National Institutes of Health; Crohn's and Colitis Foundation; Pfizer; Novartis Pharmaceuticals Corporation; Celgene; Gilead Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Seres Therapeutics; Amgen; Eli Lilly and Company; Celltrion; AbbVie; Merck","keywords":"Crohn's disease; Medicine; Disease; Complete remission; Gastroenterology; Internal medicine","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":[0.00005724216,0.0001329062,0.0001289783,0.00002040486,0.00003936303,0.000004338529,0.0001961114,0.00008184702,0.0001047512],"category_scores_gemma":[0.00007001364,0.000125871,0.0001073111,0.00002494497,0.00009121712,0.000003746931,0.0002968062,0.00006168361,0.00003281108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000118343,"about_ca_system_score_gemma":0.00003066758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.488719e-7,"about_ca_topic_score_gemma":0.000003947705,"domain_scores_codex":[0.9989417,0.0001244342,0.0002173106,0.0003292745,0.0001280678,0.0002592067],"domain_scores_gemma":[0.9992167,0.000002230588,0.0001256958,0.0002750045,0.00004506803,0.0003352702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009274002,0.00009151376,0.8903553,0.00007112899,0.00003791865,0.0001656304,0.00006435307,0.00005222806,0.09754227,0.00000621138,0.001990456,0.0003489377],"study_design_scores_gemma":[0.001174608,0.00063255,0.9921826,0.00001993413,0.00003263186,0.000004119577,0.000008419372,0.0001394973,0.004499181,0.00001421808,0.001209864,0.00008237985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987032,0.0000540458,0.0005615777,0.0002436379,0.00007824607,0.0002251024,0.00002546613,0.00001566713,0.00009302361],"genre_scores_gemma":[0.9986361,0.00001451243,0.0004292794,0.000519486,0.0001373217,0.00002279091,0.0001065969,0.00002221965,0.0001116786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018272,"threshold_uncertainty_score":0.5132871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007669590076397143,"score_gpt":0.2398182434203406,"score_spread":0.2321486533439435,"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."}}