{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266091,0.0003337318,0.001401329,0.0002420897,0.0002503223,0.0004436798,0.0002965279,0.0004932339,0.001751605],"category_scores_gemma":[0.0006699581,0.0001693273,0.000318029,0.0001349477,0.0002619075,0.0003524284,0.0004061236,0.001822081,0.0003639905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507182,"about_ca_system_score_gemma":0.0003201758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006220764,"about_ca_topic_score_gemma":0.001724021,"domain_scores_codex":[0.999703,0.0000527944,0.00001347131,0.00003316078,0.0000411775,0.0001563133],"domain_scores_gemma":[0.9993725,0.00007845188,0.0001032983,0.0000604898,0.00002440543,0.0003608112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1590863,0.02531325,0.01552497,0.0006307517,0.0005567306,0.0003487954,0.0004173272,0.0009589459,0.3767626,0.0006865772,0.003201451,0.4165124],"study_design_scores_gemma":[0.03606179,0.3446796,0.4876639,0.0004192284,0.001240748,0.001618492,0.0008649754,0.003700057,0.1033336,0.002639859,0.01763578,0.0001419057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963092,0.002187816,0.0003662042,0.0001666842,0.00009394503,0.000025754,0.00006241298,0.000082021,0.0007058138],"genre_scores_gemma":[0.9975528,0.0005701582,0.0002968866,0.0000988519,0.00004219273,0.00001749018,0.0001358564,0.00001208333,0.001273612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751605,"threshold_uncertainty_score":0.005859673,"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."}}