{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000313386,0.0001683393,0.0002202946,0.0006407886,0.0003438283,0.0005385854,0.0003743696,0.0003831929,0.001786078],"category_scores_gemma":[0.003525468,0.0001733711,0.0003166624,0.0009242072,0.0003467152,0.000459413,0.0004852603,0.0007585819,0.0001245279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770912,"about_ca_system_score_gemma":0.0005798336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02283318,"about_ca_topic_score_gemma":0.02498413,"domain_scores_codex":[0.9995403,0.00008474465,0.0000618341,0.00006733186,0.0001253735,0.0001204549],"domain_scores_gemma":[0.995667,0.00072015,0.002259659,0.00006901151,0.0002878915,0.0009962096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001671417,0.000006253045,0.9994079,0.00000507879,0.000007616086,0.00003986926,0.00003261528,0.00002070919,0.00002860297,0.000008569516,0.00005944991,0.0003666552],"study_design_scores_gemma":[7.915267e-7,0.00001621323,0.9996367,0.000004362428,0.000003070279,0.0001229124,0.00009830485,0.00006834061,0.000008621502,0.00000801166,0.00003152565,0.000001054535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990433,0.0003760843,0.00003122965,0.0001279718,0.000006734488,0.000002941892,0.0001694379,0.000002867294,0.0002394044],"genre_scores_gemma":[0.9996604,0.0001125193,0.00002010655,0.00001092641,0.000009720408,0.000001430357,0.0001532021,9.599079e-7,0.0000307995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283318,"threshold_uncertainty_score":0.0454005,"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."}}