{"id":"W3004428551","doi":"10.1111/ppe.12639","title":"Health gradients in emergency visits and hospitalisations for paediatric respiratory diseases: A population‐based retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta Hospital; University of Alberta","funders":"Public Health Agency of Canada; Canadian Institutes of Health Research; Alberta Innovates; Women and Children's Health Research Institute","keywords":"Medicine; Emergency department; Social deprivation; Bronchiolitis; Pediatrics; Confidence interval; Respiratory tract infections; Retrospective cohort study; Population; Croup; Cohort; Pneumonia; Respiratory system; Emergency medicine; Internal medicine; Environmental health; Psychiatry","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":[0.001483966,0.0004777291,0.0005071123,0.001135461,0.001037065,0.001171206,0.001025779,0.0005845086,0.0009663707],"category_scores_gemma":[0.002688283,0.0008060134,0.0008165995,0.002863441,0.0005704758,0.0004905924,0.0009361356,0.001026332,0.0002309969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301643,"about_ca_system_score_gemma":0.00259315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3359355,"about_ca_topic_score_gemma":0.3497881,"domain_scores_codex":[0.9986376,0.0002445653,0.0001226882,0.0003767377,0.0003328312,0.0002854773],"domain_scores_gemma":[0.9980715,0.0001722458,0.0006701951,0.0002947946,0.0004114734,0.000379806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005677006,0.00002566513,0.9989937,0.000009478747,0.0001082628,0.00008365886,0.000124874,0.00002704586,0.00006415962,0.0000138935,0.0001718301,0.0003205122],"study_design_scores_gemma":[0.00001249712,0.00005110255,0.9992245,0.00001046702,0.00004302437,0.0001353488,0.000250296,0.0001078495,0.00001327211,0.000009556717,0.0001357856,0.000006254152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974236,0.0002020905,0.0001297927,0.00003724871,0.000007817663,0.00005325022,0.001915691,0.000005042594,0.0002254132],"genre_scores_gemma":[0.9977889,0.0002024529,0.0002061947,0.00005047662,0.000007801479,0.00005269296,0.001544218,0.000003334941,0.0001439111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359355,"threshold_uncertainty_score":0.6679603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644663724757076,"score_gpt":0.4156407736415503,"score_spread":0.3491941363939796,"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."}}