{"id":"W1981056561","doi":"10.1034/j.1399-3038.2001.0s079.x","title":"Childhood asthma admissions: Determinants of short stay","year":2001,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Asthma; Emergency department; Exacerbation; Logistic regression; Medical record; Pediatrics; Odds ratio; Emergency medicine; Diagnosis code; Internal medicine; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006160711,0.0001363427,0.0003165987,0.0001513924,0.00008476676,0.000003112589,0.00007498245,0.0001530634,0.0004910628],"category_scores_gemma":[0.0001515409,0.0001052392,0.0000781386,0.0001652443,0.0000889384,0.00005342904,0.00006971546,0.0001348096,0.00001635615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009189366,"about_ca_system_score_gemma":0.0001893385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115687,"about_ca_topic_score_gemma":0.00000483657,"domain_scores_codex":[0.9991094,0.00004310466,0.0002934632,0.0002114434,0.0001042897,0.0002382772],"domain_scores_gemma":[0.999435,0.00004936165,0.00007206851,0.0002124865,0.00006151798,0.000169558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000611114,0.0008358298,0.8478258,0.00005423983,0.0001830016,0.0002801364,0.0002331536,0.00000126019,0.0006674458,0.00008692194,0.000649702,0.1485714],"study_design_scores_gemma":[0.0009145456,0.0007707051,0.9634392,0.00001666413,0.00005591743,0.0003098992,0.0001746724,0.00001553392,0.0001797669,0.0000496231,0.03395499,0.000118542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786879,0.01993838,0.00002046825,0.00008889866,0.0001347586,0.0001228243,0.000005031194,0.00003221457,0.0009695679],"genre_scores_gemma":[0.9830594,0.01583903,0.0001122307,0.0001578157,0.0002308681,0.00001025731,0.000008677384,0.0000146479,0.0005670777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484528,"threshold_uncertainty_score":0.5376793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006869602337186,"score_gpt":0.259047113634059,"score_spread":0.2489784176106872,"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."}}