{"id":"W2536623666","doi":"10.1136/gutjnl-2016-312648","title":"Development of an index to define overall disease severity in IBD","year":2016,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McMaster University; Mount Sinai Hospital; University of Manitoba; University of Calgary; Robarts Clinical Trials","funders":"AbbVie Canada; National Institute of Diabetes and Digestive and Kidney Diseases; Takeda Canada; Pfizer Canada","keywords":"Medicine; Disease; Inflammatory bowel disease; Severity of illness; Internal medicine; Crohn's disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009025442,0.0005640432,0.0004935469,0.003798448,0.0003095002,0.001132244,0.0005670376,0.0003978251,0.001515594],"category_scores_gemma":[0.02139695,0.0001535791,0.0008690821,0.002071286,0.0003888166,0.001173824,0.001084813,0.0008049706,0.0003807576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009093094,"about_ca_system_score_gemma":0.0008638428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000691414,"about_ca_topic_score_gemma":0.0007935756,"domain_scores_codex":[0.996361,0.001602815,0.0005524716,0.0001531929,0.00118815,0.0001425549],"domain_scores_gemma":[0.9870603,0.00633814,0.001755583,0.0005169414,0.003805677,0.0005232944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001313158,0.0004827912,0.4652406,0.0006384801,0.0004435628,0.0001173005,0.001459864,0.0098582,0.005063262,0.0043057,0.006584267,0.5044928],"study_design_scores_gemma":[0.0002153034,0.005459113,0.8435178,0.0006952248,0.0004825377,0.001435185,0.003311389,0.09672135,0.00896111,0.009829847,0.02919216,0.0001789972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7527254,0.001626634,0.2154592,0.0009969136,0.0002669951,0.00303996,0.00248953,0.000449598,0.02294581],"genre_scores_gemma":[0.7970523,0.0003812833,0.1984261,0.0001161559,0.00006083167,0.001626818,0.001618445,0.00004089568,0.0006771794],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009025442,"threshold_uncertainty_score":0.04773164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008263428507753056,"score_gpt":0.2398206796799743,"score_spread":0.2315572511722213,"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."}}