{"id":"W4410587392","doi":"10.1183/13993003.00370-2025","title":"Are systemic corticosteroids needed for all asthma exacerbations?","year":2025,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma exacerbations; Inhaled corticosteroids; Asthma; Intensive care medicine; Adrenal cortex hormones; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008399372,0.0004911984,0.0007636761,0.0004680186,0.001416563,0.001081114,0.0007622078,0.01369801,0.008330392],"category_scores_gemma":[0.006750378,0.0002779742,0.0008221737,0.0004256364,0.000962323,0.002362904,0.0003702242,0.01180293,0.007380724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927472,"about_ca_system_score_gemma":0.00115091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267769,"about_ca_topic_score_gemma":0.00464649,"domain_scores_codex":[0.9991369,0.0001920117,0.0001356623,0.0001209198,0.000288468,0.0001260399],"domain_scores_gemma":[0.9985808,0.000617736,0.0001751252,0.00004735892,0.0002903386,0.0002886467],"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":[0.0001406233,0.00009860587,0.00276765,0.0002311705,0.00002182331,0.02056608,0.0001301776,0.000111005,0.0006692983,0.002274575,0.9305667,0.04242235],"study_design_scores_gemma":[0.0002318566,0.0002269442,0.005697945,0.001389806,0.00005259959,0.07420578,0.00044675,0.0006287651,0.0004679261,0.01115324,0.9054276,0.00007087512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00173772,0.007616826,0.0001647369,0.9589177,0.02317336,0.00003730684,0.00007596709,0.0000447902,0.008231591],"genre_scores_gemma":[0.01836213,0.01031379,0.0005061341,0.8459187,0.1118683,0.00005058017,0.00008466537,0.00002849634,0.01286723],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01369801,"threshold_uncertainty_score":0.02786797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221342024647829,"score_gpt":0.2968924917459118,"score_spread":0.2546790714994335,"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."}}