{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009149516,0.00007972123,0.00006473545,0.00003179954,0.00001578068,0.000003434027,0.0001168039,0.00004334502,0.00003466826],"category_scores_gemma":[0.00006191151,0.00006419993,0.0000252372,0.00002620606,0.00001978024,0.000003693523,0.00009492313,0.00001703477,0.00002832524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200447,"about_ca_system_score_gemma":0.000183811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004919787,"about_ca_topic_score_gemma":0.000205695,"domain_scores_codex":[0.9993934,0.00002514394,0.0001537848,0.0001931392,0.00008775192,0.0001467791],"domain_scores_gemma":[0.9994963,0.000002090968,0.0000295695,0.0002617703,0.00003360393,0.0001766467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001424665,0.0002730245,0.322716,0.000056701,0.00002509845,0.0000980219,0.000163745,0.00004034914,0.6551007,0.0002022748,0.0006093296,0.01929015],"study_design_scores_gemma":[0.0005183411,0.00001621534,0.9738124,0.00001932821,0.000002411892,4.268866e-7,0.0000053415,0.000007050344,0.01646708,0.00008514425,0.008946555,0.000119704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991505,0.00001542473,0.0003575123,0.00006124675,0.00003508565,0.000115226,0.00002719208,0.000005699744,0.0002320911],"genre_scores_gemma":[0.9981205,0.000002515747,0.001342115,0.0002187824,0.00003754361,0.0000210391,0.0000250956,0.000009484989,0.0002228844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6510965,"threshold_uncertainty_score":0.2617997,"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."}}