{"id":"W2912095141","doi":"10.1093/ecco-jcc/jjy222.948","title":"P824 Phenotypic and genetic markers of disease severity in a Maltese IBD cohort","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Disease; Medicine; Ulcerative colitis; Internal medicine; Cohort; Severity of illness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905678,0.0002735062,0.0003837474,0.0007364973,0.0006227541,0.0007241637,0.0003173763,0.0003885018,0.003321187],"category_scores_gemma":[0.00137104,0.0003033792,0.0003127061,0.001448157,0.0002964785,0.0003544534,0.0006824216,0.0004639768,0.0006271501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003103284,"about_ca_system_score_gemma":0.0002096529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199419,"about_ca_topic_score_gemma":0.009271727,"domain_scores_codex":[0.9997376,0.00005166082,0.00002537582,0.00008959127,0.00004222639,0.00005355609],"domain_scores_gemma":[0.9996207,0.00005448543,0.000127133,0.00005849013,0.00004917872,0.00008992634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004666788,0.00005143903,0.9939808,0.00001176227,0.00008254183,0.0009366601,0.0003634209,0.0000448415,0.001513604,0.00005960958,0.0004809393,0.002007773],"study_design_scores_gemma":[0.00001279178,0.00008025661,0.9981548,0.000004929017,0.00003000384,0.0007270235,0.0002607847,0.000153678,0.00005264191,0.00003066814,0.0004879055,0.000004543063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990637,0.00007315295,0.00005605852,0.00003918991,0.000002390901,0.000006291446,0.0004777722,0.000002906845,0.0002785135],"genre_scores_gemma":[0.9988016,0.00008047192,0.0000664007,0.00002640782,0.000008821233,0.00001270301,0.0006208744,0.000005152784,0.0003776187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199419,"threshold_uncertainty_score":0.02384871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006799633194881164,"score_gpt":0.2586573608554987,"score_spread":0.2518577276606175,"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."}}