{"id":"W4417008277","doi":"10.1182/blood-2025-7880","title":"Assessing quality metrics in sickle cell disease: A multicenter review of community hospitals in southwestern Ontario from 2017-2024.","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Regional Hospital; Western University","funders":"","keywords":"Logistic regression; Health care; Emergency department; Descriptive statistics; Quality management; MEDLINE; Retrospective cohort study; Community hospital; Disease; Community health","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":[0.007793966,0.0004132533,0.000834002,0.008109429,0.001366851,0.001891495,0.001500718,0.0003778439,0.0007460596],"category_scores_gemma":[0.02177673,0.0003357206,0.0007968977,0.01994292,0.0009597336,0.0009067277,0.001274766,0.000353759,0.00008741951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03216918,"about_ca_system_score_gemma":0.05483414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8886516,"about_ca_topic_score_gemma":0.9393048,"domain_scores_codex":[0.9936686,0.0006440448,0.001591541,0.0005864101,0.003017983,0.0004913551],"domain_scores_gemma":[0.9507158,0.004037933,0.01763278,0.0008340547,0.02376228,0.003017062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119488,0.00002229204,0.9281632,0.005140977,0.0003952099,0.0001514318,0.002027511,0.0001441486,0.0002046965,0.0002186326,0.009408448,0.054004],"study_design_scores_gemma":[0.000009083596,0.00002968438,0.9907816,0.001655135,0.0001322555,0.00008312409,0.000944578,0.00009246264,0.00004797237,0.00001553988,0.006195943,0.00001258732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5278742,0.4133975,0.0008118522,0.006223298,0.0002946396,0.0006914258,0.04148547,0.0001022777,0.009119417],"genre_scores_gemma":[0.9067732,0.08080974,0.0013011,0.0007068528,0.0001221228,0.0003406834,0.009409235,0.00001748283,0.0005195272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113484,"threshold_uncertainty_score":0.2334048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890644442978044,"score_gpt":0.3250526864681385,"score_spread":0.296146242038358,"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."}}