{"id":"W2914081440","doi":"10.1093/ecco-jcc/jjy222.775","title":"P651 Disease severity and intensity of therapy predicts serious adverse events in paediatric ulcerative colitis: the DEVELOP experience","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Infliximab; Internal medicine; Inflammatory bowel disease; Adverse effect; Proportional hazards model; Hazard ratio; Medical record; Population; Observational study; Disease; Physical therapy; Confidence interval","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":[0.001183798,0.0002824197,0.000363465,0.000429181,0.0002189409,0.0006147496,0.000265071,0.0003202128,0.001042402],"category_scores_gemma":[0.00651814,0.0002386918,0.0006485741,0.0008563604,0.000243522,0.0004952588,0.0005826904,0.000681625,0.0001463849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831357,"about_ca_system_score_gemma":0.0005186467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722039,"about_ca_topic_score_gemma":0.004481953,"domain_scores_codex":[0.9992427,0.0002808248,0.0000831025,0.0001167225,0.0001931616,0.00008343093],"domain_scores_gemma":[0.9951604,0.0009100505,0.003013535,0.0002426548,0.0002311964,0.0004422207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008974189,0.00001196896,0.9987564,0.000009388661,0.00002385728,0.0000580926,0.00003045756,0.00004176869,0.00003907651,0.00001003342,0.00006527853,0.0008639427],"study_design_scores_gemma":[0.000008207699,0.0001362318,0.9989229,0.000008165322,0.00002761424,0.0004409741,0.00005484048,0.0001452214,0.00004225496,0.0000127405,0.0001985919,0.000002145914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987462,0.000250578,0.0001049094,0.00004585737,0.000003856409,0.000009646987,0.0005614476,0.000002853036,0.0002746602],"genre_scores_gemma":[0.9987193,0.0002430303,0.0001367512,0.00001545374,0.00001024506,0.00001188608,0.0007616608,0.000002592351,0.00009906333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003722039,"threshold_uncertainty_score":0.007400751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00573499965893475,"score_gpt":0.2294525152776261,"score_spread":0.2237175156186914,"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."}}