{"id":"W2100316531","doi":"10.1016/j.crohns.2014.02.025","title":"Future directions in inflammatory bowel disease management","year":2014,"lang":"en","type":"review","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Biosimilar; Inflammatory bowel disease; Intensive care medicine; Disease; Ulcerative colitis; Crohn's disease; Microbiome; Inflammatory Bowel Diseases; Modalities; Biological drugs; Bioinformatics; 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":[0.00838385,0.0009670956,0.001556232,0.001620976,0.0009435028,0.003908494,0.001642473,0.004941759,0.0207379],"category_scores_gemma":[0.01035264,0.0002408051,0.001515213,0.001004794,0.002030158,0.004665891,0.002185636,0.007596482,0.005167548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400805,"about_ca_system_score_gemma":0.007061826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514622,"about_ca_topic_score_gemma":0.003028458,"domain_scores_codex":[0.9967886,0.00168453,0.0003003715,0.0002949286,0.000644713,0.0002867687],"domain_scores_gemma":[0.9869974,0.006073649,0.0009195058,0.0004145729,0.003601427,0.001993518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000397492,0.0004220053,0.001746695,0.00508666,0.0001273272,0.0004035481,0.0002466938,0.000730862,0.0006185619,0.02682713,0.1227875,0.8406056],"study_design_scores_gemma":[0.0002103728,0.0007889321,0.002879663,0.01547864,0.0002873508,0.001363106,0.001378318,0.000814467,0.0002970737,0.05961255,0.9168088,0.000080855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001278652,0.7102796,0.00441125,0.259364,0.009663026,0.00008231046,0.0001957273,0.0001993784,0.01452607],"genre_scores_gemma":[0.02953603,0.8351909,0.02531932,0.07673443,0.02422848,0.0003884201,0.0006282866,0.00007095395,0.007903161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0207379,"threshold_uncertainty_score":0.06937516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006881502985735531,"score_gpt":0.2596555644859311,"score_spread":0.2527740615001956,"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."}}