{"id":"W4200255597","doi":"10.1186/s12873-021-00550-z","title":"Evaluating the transitions in care for children presenting with acute asthma to emergency departments: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta; MacEwan University","funders":"University of Alberta; Alberta Health Services","keywords":"Medicine; Triage; Emergency department; Overcrowding; Asthma; Crowding; Emergency medicine; Retrospective cohort study; Generalized estimating equation; Proportional hazards model; Pediatrics; Cohort; 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":[0.002524991,0.0004218865,0.0004695643,0.001389668,0.0009429326,0.001114133,0.001094016,0.000507136,0.00122853],"category_scores_gemma":[0.005125992,0.0005109485,0.001278986,0.003028344,0.0004792785,0.0005949884,0.001026094,0.001217366,0.0002016901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003370059,"about_ca_system_score_gemma":0.003902863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2590122,"about_ca_topic_score_gemma":0.3011623,"domain_scores_codex":[0.9982468,0.000271276,0.0001884048,0.0004654076,0.0004146446,0.0004135593],"domain_scores_gemma":[0.9955409,0.0005142356,0.002145932,0.0005079202,0.0006959615,0.0005950683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004091191,0.0000112649,0.9993808,0.000007977158,0.00004628682,0.00002736264,0.00009074056,0.00002153403,0.00001547064,0.000009878104,0.00009953505,0.0002482237],"study_design_scores_gemma":[0.000005481072,0.00004163539,0.9990833,0.00001413639,0.00003561352,0.00008119956,0.0003860169,0.0001243538,0.0000134641,0.000009222114,0.0002006154,0.000005083366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971458,0.0002313953,0.0001351407,0.00004463221,0.000007711163,0.00004087456,0.002225954,0.000004191691,0.0001643249],"genre_scores_gemma":[0.9970441,0.0001618459,0.0002486637,0.0000372851,0.000007455044,0.00004526798,0.002338091,0.000004986945,0.0001122492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590122,"threshold_uncertainty_score":0.515009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267310865049016,"score_gpt":0.3941160496397614,"score_spread":0.3514429409892713,"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."}}