{"id":"W4391898899","doi":"10.1093/ibd/izae010","title":"Health Services Utilization and Specialist Care in Pediatric Inflammatory Bowel Disease: A Multiprovince Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; University of Saskatchewan; Saskatchewan Health Authority; Ottawa Public Health; Research Institute in Oncology and Hematology; Manitoba Health; BC Children's Hospital; University of British Columbia; Agricultural Research Institute of Ontario; CancerCare Manitoba; Institute of Health Services and Policy Research; University of Manitoba; Ottawa Hospital; University of Alberta Hospital; University of Alberta; Dalhousie University; University of Ottawa; Institute for Clinical Evaluative Sciences; McGill University Health Centre; Mount Sinai Hospital; Institute for Work & Health; University of Calgary; University of Toronto; SickKids Foundation","funders":"University of Toronto; Canadian Institutes of Health Research; Mitacs; Canadian Association of Gastroenterology; Crohn's and Colitis Canada; Hospital for Sick Children; University of Ottawa","keywords":"Inflammatory bowel disease; Medicine; Cohort; Disease; Health care; Inflammatory Bowel Diseases; Pediatrics; Cohort study; Health services; MEDLINE; Population; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001976445,0.0005743057,0.0007343016,0.001399278,0.001007116,0.001109201,0.001133404,0.0007311027,0.001068574],"category_scores_gemma":[0.003255247,0.0007122637,0.001638681,0.004203366,0.0004014102,0.0004930769,0.0007293264,0.0009149589,0.0001424901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279141,"about_ca_system_score_gemma":0.003301429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3904052,"about_ca_topic_score_gemma":0.4451118,"domain_scores_codex":[0.9982278,0.0004258071,0.0001675269,0.000446819,0.0004164815,0.0003155454],"domain_scores_gemma":[0.9973629,0.0003481052,0.00101898,0.0003409492,0.0005421101,0.0003868929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388912,0.00003254864,0.9983308,0.0000302992,0.0004923604,0.0000683566,0.00008125578,0.00004779761,0.00005999785,0.00001625785,0.0002102094,0.0004913447],"study_design_scores_gemma":[0.0000499771,0.00006079055,0.9988375,0.00002956756,0.000289809,0.0001387868,0.0001619463,0.0001818911,0.0000201791,0.00001032062,0.0002115495,0.000007675487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954123,0.0009804531,0.00014659,0.00007500699,0.00001112762,0.00006010903,0.003093053,0.000005685613,0.0002156993],"genre_scores_gemma":[0.9970481,0.0006346506,0.00029482,0.00006548647,0.00001404786,0.00007054988,0.001759953,0.00000371875,0.0001087935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3904052,"threshold_uncertainty_score":0.7762655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00623870501419498,"score_gpt":0.2574724541222037,"score_spread":0.2512337491080087,"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."}}