{"id":"W2154513729","doi":"10.1136/ebm.5.1.17","title":"Inhaled budesonide plus oral prednisone reduced relapse after discharge from the emergency department for acute asthma","year":2000,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Prednisone; Budesonide; Emergency department; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005873191,0.0004840844,0.0008056196,0.00009832506,0.0002718483,0.00001890536,0.0003226577,0.0001697771,0.01105516],"category_scores_gemma":[0.0007415518,0.0002725033,0.0003584373,0.0003975214,0.0003441467,0.0002456714,0.00003954077,0.0003156793,0.0002349657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089399,"about_ca_system_score_gemma":0.0006011245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575918,"about_ca_topic_score_gemma":0.00007852101,"domain_scores_codex":[0.9966408,0.0002205058,0.0008494653,0.0007430625,0.0008902341,0.0006559368],"domain_scores_gemma":[0.9974636,0.0005147087,0.0001965268,0.0009900884,0.0002159501,0.0006190948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0904636,0.002394368,0.08340991,0.0009815964,0.002513299,0.003264234,0.004275354,0.0002252798,0.03278679,0.0001260681,0.5117563,0.2678032],"study_design_scores_gemma":[0.03230861,0.01039418,0.4539573,0.01192777,0.006481414,0.0001526918,0.0008265352,0.002872606,0.01056665,0.0004161988,0.4685792,0.001516905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404512,0.01778409,0.0007803675,0.03708583,0.0007121912,0.002580384,0.0002211458,0.0001656603,0.0002191256],"genre_scores_gemma":[0.9803857,0.001618726,0.0007802527,0.006945919,0.002625999,0.001260024,0.0003479664,0.00008365812,0.005951775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705474,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105632146392298,"score_gpt":0.3227207355694966,"score_spread":0.2916644141055736,"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."}}