{"id":"W1979073250","doi":"10.1016/s1873-9954(09)70058-8","title":"P044 IDENTIFYING CHILDREN DIAGNOSED WITH IBD USING HEALTH ADMINISTRATIVE DATA: DEVELOPMENT OF THE ONTARIO CROHN'S AND COLITIS COHORT (OCCC)","year":2009,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis Supplements","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Colitis; Crohn's disease; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00185577,0.0001613678,0.0004864103,0.00009665896,0.001259555,0.0000447846,0.0002411764,0.00008715285,0.0001947755],"category_scores_gemma":[0.00008958692,0.0001087866,0.00002899425,0.0001194014,0.00008712908,0.0004256305,0.0001340233,0.0005924206,8.417752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045026,"about_ca_system_score_gemma":0.003538721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005873794,"about_ca_topic_score_gemma":0.02798252,"domain_scores_codex":[0.9968919,0.0002666319,0.001524854,0.0001747751,0.0006609387,0.0004809599],"domain_scores_gemma":[0.9974793,0.000134908,0.001524587,0.0002245051,0.0002685353,0.0003681846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183887,0.0001797129,0.9406635,0.0005017368,0.0001924588,0.00003400735,0.03175349,0.00000163303,0.000001838229,0.0004570116,0.007859263,0.01717145],"study_design_scores_gemma":[0.002347764,0.0003278104,0.981636,0.001445898,0.00004912462,0.00006905576,0.00239085,0.00001955941,0.0000148464,0.0001133879,0.01148274,0.000103003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962053,0.0002077362,0.0006877426,0.001255743,0.0002481888,0.001002437,0.0001727414,0.000005281397,0.0002147837],"genre_scores_gemma":[0.992706,0.0003403746,0.00494861,0.00165759,0.0001359099,0.000009756262,0.00007232102,0.000008673699,0.0001207842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04097245,"threshold_uncertainty_score":0.9897543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060960943597056,"score_gpt":0.4456838337945426,"score_spread":0.239587739434837,"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."}}