{"id":"W4409059358","doi":"10.1093/pch/pxae075","title":"Disparities in use of a virtual pediatric emergency department in Ottawa, Canada","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005957985,0.0002461972,0.0003036614,0.001018475,0.002871538,0.001302251,0.001287075,0.0003101717,0.002209131],"category_scores_gemma":[0.003207262,0.0002652048,0.000507682,0.002740139,0.001127946,0.0005045721,0.001639368,0.0007162399,0.0001169434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0340455,"about_ca_system_score_gemma":0.03855562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952123,"about_ca_topic_score_gemma":0.9974828,"domain_scores_codex":[0.998599,0.0001225548,0.0001247355,0.0002174249,0.0003942665,0.0005420076],"domain_scores_gemma":[0.9966342,0.0002429031,0.001011161,0.0001031915,0.0008598493,0.001148753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004751843,0.00002162764,0.9919555,0.00005798751,0.00005044172,0.0001033305,0.001714924,0.0001744426,0.00009668009,0.0004018522,0.001386702,0.003989123],"study_design_scores_gemma":[0.00000455338,0.00001121517,0.9966753,0.00005892633,0.00001820027,0.0000578517,0.002083988,0.0002058471,0.00002587128,0.00004247815,0.0008027602,0.00001303337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912019,0.00107789,0.0001044177,0.001116509,0.00001682693,0.0000362106,0.00311426,0.00001231853,0.003319766],"genre_scores_gemma":[0.9985586,0.0003881924,0.0001107849,0.00009384919,0.000003448039,0.00001072106,0.0005006901,0.000003355997,0.000330289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0340455,"threshold_uncertainty_score":0.2470186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782201049452349,"score_gpt":0.3093591017830555,"score_spread":0.2915370912885321,"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."}}