{"id":"W2991275911","doi":"10.1097/mcg.0000000000001282","title":"IBD in India","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Pancolitis; Family history; Inflammatory bowel disease; Cohort; Ulcerative colitis; Disease; Internal medicine; Proctitis; Clinical phenotype; Crohn's disease; Colonoscopy; Phenotype; Colorectal cancer; Cancer","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":[0.0002501574,0.0002757906,0.0002692639,0.0009465444,0.000880365,0.001226293,0.0004717206,0.0003881573,0.03101673],"category_scores_gemma":[0.0007961098,0.0001176478,0.0002653368,0.001689904,0.0003329079,0.0003621158,0.0009503921,0.0007562656,0.007152578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005845,"about_ca_system_score_gemma":0.001713747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900333,"about_ca_topic_score_gemma":0.005130433,"domain_scores_codex":[0.999584,0.00007479886,0.00003604547,0.00007011581,0.0000941059,0.0001409545],"domain_scores_gemma":[0.9994603,0.00008087208,0.0001336654,0.00005468448,0.0001083791,0.0001620422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003210634,0.0003797503,0.4837243,0.002372731,0.0001215017,0.01996353,0.002905856,0.0002067754,0.00210653,0.008015043,0.2102373,0.2696455],"study_design_scores_gemma":[0.00007037021,0.0002470999,0.4612759,0.0009758915,0.00008105411,0.04747759,0.004249596,0.0001275946,0.0003205699,0.00170021,0.4834432,0.00003081638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5062841,0.05291933,0.001368933,0.02807888,0.003674388,0.0005657834,0.01778832,0.001062333,0.388258],"genre_scores_gemma":[0.9113547,0.02349664,0.001349648,0.01172378,0.001448626,0.0002533062,0.006976694,0.00009848371,0.04329811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03101673,"threshold_uncertainty_score":0.1037613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231664880074269,"score_gpt":0.3166162451061166,"score_spread":0.3042995963053739,"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."}}