{"id":"W4412988120","doi":"10.1016/j.jaci.2025.07.015","title":"Genetic characterization of preschool wheeze phenotypes","year":2025,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Horizon 2020 Framework Programme; Danmarks Frie Forskningsfond; Riksförbundet HjärtLung; Hjärt-Lungfonden; European Research Council; National Institutes of Health; Lundbeckfonden; Sundhed og Sygdom, Det Frie Forskningsråd; HORIZON EUROPE Framework Programme; Strategiske Forskningsråd","keywords":"Wheeze; Phenotype; Genetics; Medicine; Biology; Asthma; Gene; Immunology","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":[0.00152432,0.0008109895,0.0007860467,0.001597731,0.0002491225,0.000746451,0.000601346,0.0006198422,0.002707098],"category_scores_gemma":[0.003643874,0.0002649952,0.00161299,0.001922334,0.0004655915,0.0002721914,0.0006337659,0.0006780512,0.0001707068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004906967,"about_ca_system_score_gemma":0.0006026587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008751567,"about_ca_topic_score_gemma":0.007480234,"domain_scores_codex":[0.9990537,0.0002150693,0.0001194213,0.0003779758,0.0001387181,0.00009512845],"domain_scores_gemma":[0.9979207,0.0008117808,0.0008200106,0.0001926285,0.0001467748,0.0001080753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009075421,0.00003365273,0.9729249,0.0004497999,0.003430538,0.001171893,0.000153817,0.0009492686,0.007413263,0.0004227597,0.0005117233,0.01163084],"study_design_scores_gemma":[0.00006747838,0.000107207,0.9934832,0.0001172392,0.001552623,0.001204391,0.0001226399,0.0005525196,0.001165397,0.0006209518,0.0009922195,0.00001394148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796521,0.01146291,0.002634616,0.0003448414,0.00003789078,0.00003719662,0.004472458,0.00007261475,0.001285423],"genre_scores_gemma":[0.9951983,0.001568619,0.001216859,0.00006334703,0.00001528476,0.00002570777,0.001744249,0.00001710085,0.0001505425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008751567,"threshold_uncertainty_score":0.01740128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012776785269803,"score_gpt":0.308712454542522,"score_spread":0.295935669272719,"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."}}