{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117319,0.00008993175,0.0003127079,0.0000729823,0.000006206056,0.000005560719,0.0002491251,0.0001636144,0.00009452528],"category_scores_gemma":[0.0003465936,0.00007757216,0.0002484758,0.00002530848,0.00007057118,0.000004983629,0.00007968173,0.0003098249,0.00004643386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007379662,"about_ca_system_score_gemma":0.00009296806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.889992e-7,"about_ca_topic_score_gemma":0.00001091766,"domain_scores_codex":[0.9982201,0.0003220025,0.0009713016,0.000154295,0.0001109968,0.0002212477],"domain_scores_gemma":[0.9990678,0.00003284137,0.0004655671,0.0002048665,0.00009174078,0.0001372119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003085977,0.0001509406,0.9929674,0.000006966266,0.00004676825,0.000207943,0.000005613357,0.00005692348,0.002056153,0.00001834977,0.001025019,0.0003719282],"study_design_scores_gemma":[0.003165407,0.001580572,0.9908076,0.00001350118,0.00001094614,0.00009329087,0.00001464655,0.00001372188,0.0000702074,0.00005136468,0.004136493,0.00004224239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982196,0.00002897351,0.0000770036,0.0001591813,0.000858965,0.0000738634,0.000002218721,0.000001394924,0.0005788131],"genre_scores_gemma":[0.9971071,0.00005124136,0.0003706541,0.001872635,0.000466399,0.000001025815,0.000003345287,0.00001070899,0.0001168223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003111474,"threshold_uncertainty_score":0.3163301,"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."}}