{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695097,0.0001344137,0.0002373719,0.0003877732,0.00026647,0.0003184367,0.0001769245,0.0003080833,0.001936253],"category_scores_gemma":[0.00199434,0.0001090316,0.0003090674,0.0005744192,0.0001520259,0.0002244613,0.0002349861,0.0003753989,0.00009388573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247379,"about_ca_system_score_gemma":0.0004781195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988574,"about_ca_topic_score_gemma":0.01419102,"domain_scores_codex":[0.9997571,0.00004294893,0.00003117862,0.00004540856,0.00006525799,0.00005793714],"domain_scores_gemma":[0.9984786,0.0002672286,0.0008972391,0.000042681,0.0001053985,0.000208925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002403229,0.000008302129,0.9994231,0.000003301275,0.000009836951,0.00004351158,0.00001399539,0.00001274741,0.00004140761,0.000003736336,0.0000561276,0.000359946],"study_design_scores_gemma":[0.000002513341,0.00002522665,0.9994895,0.000003264513,0.000005998474,0.0002317692,0.00005715938,0.00009122342,0.00001316619,0.000005055429,0.00007369976,0.000001278564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990466,0.0001678986,0.00004663323,0.00005809014,0.000004189013,0.000005806253,0.0003925397,0.000002722167,0.0002754418],"genre_scores_gemma":[0.9995128,0.00004437659,0.00004696314,0.00001872633,0.000007250464,0.000003923818,0.0003036264,8.390629e-7,0.00006144678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006988574,"threshold_uncertainty_score":0.01389581,"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."}}