{"id":"W4319459859","doi":"10.1007/s40521-023-00329-6","title":"Beware SABA Overuse: a Message from the Global SABINA Program","year":2023,"lang":"en","type":"article","venue":"Current Treatment Options in Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Saskatchewan; University of Calgary","funders":"","keywords":"Asthma; Exacerbation; Diversity (politics); Medicine; Health care; Population; Family medicine; Asthma exacerbations; Environmental health; Political science; Economic growth; Immunology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004333534,0.0002172561,0.0002290573,0.00006147051,0.0001525461,0.00003429358,0.0001160738,0.00006358325,0.0002593879],"category_scores_gemma":[0.00003908865,0.000132319,0.0001946537,0.0006082618,0.0001062017,0.00005439828,0.00006636867,0.00009424772,0.0002843177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927011,"about_ca_system_score_gemma":0.0001722584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104881,"about_ca_topic_score_gemma":0.0002750411,"domain_scores_codex":[0.998795,0.00007420058,0.0002303633,0.0003405564,0.0002465887,0.0003132848],"domain_scores_gemma":[0.9992603,0.00006893283,0.00004635587,0.0004386331,0.00003331661,0.0001524349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737149,0.00512344,0.2034217,0.00002910224,0.0003736531,0.0002238918,0.0004182438,0.0002218232,0.00001322606,0.002053621,0.01526593,0.7726817],"study_design_scores_gemma":[0.00209486,0.0003460744,0.4894022,0.0001689642,0.00008699651,0.000004397457,0.0004081356,0.000323497,0.000006827437,0.0002624685,0.5067708,0.0001247622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979899,0.01341379,0.0000179832,0.00197089,0.0007059073,0.001314129,0.0006736685,0.0005490132,0.001455587],"genre_scores_gemma":[0.9894093,0.006213621,0.0001829811,0.0001225213,0.0004523,0.001342766,0.001571136,0.00003191831,0.0006734061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7725569,"threshold_uncertainty_score":0.5395812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773445141857585,"score_gpt":0.3666603230166887,"score_spread":0.3189258715981128,"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."}}