{"id":"W4379653530","doi":"10.1016/j.jaip.2023.02.042","title":"Clinically accessible biomarkers to assess the modifiable risk of asthma/wheezing attacks in toddlers","year":2023,"lang":"en","type":"letter","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"Sanofi Genzyme; Genentech; Lung Health Foundation; Canadian Lung Association; Teva Pharmaceutical Industries; National Institute for Health and Care Research; Insmed; AstraZeneca; NIHR Bristol Biomedical Research Centre; Covis Pharma; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Regeneron Pharmaceuticals; Sanofi; GlaxoSmithKline","keywords":"Asthma; Medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002535833,0.0006587724,0.001358981,0.0006359875,0.00116478,0.001417957,0.001005062,0.01378785,0.001566787],"category_scores_gemma":[0.02087691,0.0004646577,0.001000899,0.0004093526,0.001219402,0.001164543,0.0006798286,0.0138261,0.001770317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001915029,"about_ca_system_score_gemma":0.002152752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002122,"about_ca_topic_score_gemma":0.01291952,"domain_scores_codex":[0.9978406,0.000823417,0.0004488058,0.0001921126,0.0004740185,0.0002209393],"domain_scores_gemma":[0.9912863,0.004995569,0.0004429221,0.0003245374,0.001962716,0.0009879834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006043593,0.0002812234,0.07328945,0.0002971221,0.0001503405,0.02511834,0.0004930308,0.0002095309,0.001615915,0.003125119,0.8056934,0.08912224],"study_design_scores_gemma":[0.001481199,0.001914976,0.1252448,0.003239343,0.0004964021,0.05086225,0.003577038,0.00342026,0.002556278,0.02584956,0.7810672,0.0002905882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006735635,0.005512622,0.0005213134,0.9610179,0.02098946,0.00004073033,0.0002192365,0.0000536578,0.00490944],"genre_scores_gemma":[0.06723249,0.007043213,0.002103411,0.845268,0.07047507,0.0001513394,0.0002309793,0.00004903437,0.007446378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01378785,"threshold_uncertainty_score":0.01992577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154308871760771,"score_gpt":0.4113957985707416,"score_spread":0.3398527098531339,"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."}}