{"id":"W2022016798","doi":"10.1542/peds.2013-2294ooo","title":"Association Between Evidence-Based Standardized Protocols in Emergency Departments With Childhood Asthma Outcomes: A Canadian Population-Based Study","year":2013,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Association (psychology); Population; Family medicine; Medical emergency; Emergency medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005043232,0.0005959203,0.0007476599,0.002181852,0.001719966,0.001494852,0.00212858,0.0008529937,0.001729018],"category_scores_gemma":[0.02016492,0.0006388842,0.001550757,0.007224907,0.001048141,0.0007637106,0.001433635,0.001483665,0.00009274824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02732942,"about_ca_system_score_gemma":0.03694695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680713,"about_ca_topic_score_gemma":0.9758155,"domain_scores_codex":[0.9932966,0.0009912817,0.000829455,0.000732459,0.003157404,0.0009928722],"domain_scores_gemma":[0.9812354,0.00227199,0.00751835,0.0008014373,0.006318536,0.001854312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329575,0.0001064587,0.9945155,0.000233656,0.0006222672,0.00002665267,0.0003613096,0.0000684474,0.00003967205,0.00009106458,0.0008404714,0.002861615],"study_design_scores_gemma":[0.00008861942,0.00006296224,0.9983917,0.0001292451,0.0002334931,0.0000271449,0.0003937601,0.0001348382,0.00002174376,0.00001554101,0.0004881062,0.00001287502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874578,0.00434395,0.0001650128,0.0006491391,0.00003114783,0.0003434611,0.004496683,0.000007216988,0.002505544],"genre_scores_gemma":[0.9958292,0.001560562,0.0003627997,0.0001750243,0.00001388586,0.0001235948,0.001715681,0.000004065259,0.0002151432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03192872,"threshold_uncertainty_score":0.1982897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618886251479867,"score_gpt":0.3199975153345714,"score_spread":0.2938086528197727,"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."}}