{"id":"W2084886417","doi":"10.1016/j.crohns.2012.05.010","title":"Resource utilization during pediatric to adult transfer of care in IBD","year":2012,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Emergency department; Disease; Medical diagnosis; Ulcerative colitis; Young adult; Health care; Emergency medicine; Pediatrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003537104,0.00007668042,0.0002535722,0.0002347366,0.0001324988,0.00000315394,0.00006377439,0.0001291938,0.000068727],"category_scores_gemma":[0.00009782847,0.00006630196,0.00004700302,0.0002627341,0.000009748584,0.0001298363,0.00002054662,0.0003537894,0.000003856378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008111465,"about_ca_system_score_gemma":0.0001793811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000774775,"about_ca_topic_score_gemma":0.0001826474,"domain_scores_codex":[0.9985073,0.0002186463,0.0006664713,0.00006514267,0.0002070164,0.0003353825],"domain_scores_gemma":[0.9990857,0.00009330437,0.0001533103,0.00006813003,0.0003260889,0.0002734468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001201239,0.00004044926,0.9652199,0.001599898,0.000003672656,0.00001078864,0.02728209,0.000004265069,0.000004151931,0.000389553,0.0008951622,0.003348827],"study_design_scores_gemma":[0.0008511637,0.0001166867,0.9807106,0.0002427157,0.00002194343,0.000006848906,0.009096655,0.00000135582,0.00002381357,0.00001509718,0.008849639,0.00006343603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947284,0.003364873,0.00006323827,0.0005965594,0.0002550306,0.0002554356,0.00001970631,0.000004195117,0.0007125286],"genre_scores_gemma":[0.9966246,0.001491587,0.00005817816,0.0002884005,0.001410576,0.00000416082,0.000001738116,0.00001128914,0.0001094995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01818543,"threshold_uncertainty_score":0.2703716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336445354529766,"score_gpt":0.3731949406501742,"score_spread":0.3298304871048765,"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."}}