{"id":"W3132148127","doi":"10.1093/jcag/gwaa033","title":"Clinical and Laboratory Characteristics Are Associated With Biologic Therapy Use in Pediatric Inflammatory Bowel Disease: A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McMaster Children's Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Retrospective cohort study; Disease; Internal medicine; Cohort; Proportional hazards model; Crohn's disease; Maintenance therapy; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007016681,0.0003085386,0.0005385707,0.001009037,0.0004675668,0.0005932491,0.000376845,0.0003983074,0.00118064],"category_scores_gemma":[0.002453374,0.0004092157,0.0005568694,0.001971698,0.0003024349,0.0005302653,0.0004200005,0.0006810192,0.0001492183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577137,"about_ca_system_score_gemma":0.000755172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009158776,"about_ca_topic_score_gemma":0.008042845,"domain_scores_codex":[0.9991442,0.0001447426,0.0001127453,0.0002067155,0.0002299843,0.000161528],"domain_scores_gemma":[0.9972187,0.0003959758,0.001614342,0.0001815662,0.0002616893,0.0003277558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312194,0.00001018731,0.9994925,0.000004178451,0.00001783092,0.00008948785,0.0000237055,0.00001245103,0.00003985082,0.000003913768,0.00003025261,0.000244319],"study_design_scores_gemma":[0.000004004077,0.00008698319,0.9990131,0.000004700795,0.00002421883,0.000578707,0.0001004521,0.00005938048,0.00002628844,0.000004962629,0.00009475093,0.000002417908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991446,0.0002798423,0.00005931076,0.00001590533,0.00000278019,0.00001106451,0.0003434542,0.000002330529,0.0001407644],"genre_scores_gemma":[0.9991871,0.0002224436,0.0000983482,0.0000140878,0.00000617361,0.00001726321,0.0004101701,0.00000258615,0.0000419087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009158776,"threshold_uncertainty_score":0.01821095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009028966434864978,"score_gpt":0.2253425962811339,"score_spread":0.216313629846269,"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."}}