{"id":"W2105964239","doi":"10.1080/02770900600758382","title":"Patient Characteristics Associated with Nocturnal Emergency Department Visits for Asthma","year":2006,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Emergency department; Medicine; Asthma; Nocturnal; Medical emergency; Emergency medicine; Asthma exacerbations; Pediatrics; Internal medicine; Psychiatry","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":[0.0001917402,0.0002005858,0.0004536753,0.0001443375,0.0001098192,0.00002142273,0.00007326026,0.00008351728,0.0001716661],"category_scores_gemma":[0.0001320204,0.0001312171,0.0002876556,0.0001466841,0.00003050948,0.0001132775,0.00001550432,0.0001963276,0.000006339252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302728,"about_ca_system_score_gemma":0.000238596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001589506,"about_ca_topic_score_gemma":0.00000740596,"domain_scores_codex":[0.9981865,0.00004523666,0.0007711659,0.0001407729,0.0005587434,0.0002976249],"domain_scores_gemma":[0.9979205,0.00004346879,0.0008834408,0.0001259488,0.0007659197,0.0002607851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01368249,0.01011032,0.6175993,0.0004754671,0.001987719,0.004787481,0.0006017523,0.0005488986,0.01686949,0.0003925639,0.1320607,0.2008838],"study_design_scores_gemma":[0.003237647,0.006516493,0.8914402,0.0003458668,0.0001858288,0.00048204,0.00008857929,0.0001045443,0.001601527,0.00006297069,0.09571744,0.0002169368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965261,0.0005605156,0.001425885,0.0003691637,0.0004245273,0.0003011328,0.00007579627,0.00001586599,0.0003010313],"genre_scores_gemma":[0.9975166,0.00002224661,0.0008614127,0.0002185144,0.0009163967,0.000007976724,0.00004763036,0.00003427612,0.0003749626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738408,"threshold_uncertainty_score":0.5350879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007402334879116853,"score_gpt":0.2466546370382385,"score_spread":0.2392523021591216,"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."}}