{"id":"W2799712254","doi":"10.1111/pai.12922","title":"Wheeze trajectories are modifiable through early‐life intervention and predict asthma in adolescence","year":2018,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Reseau canadien de recherche respiratoire; Canadian Lung Association; British Columbia Lung Association; Manitoba Medical Service Foundation; Heart and Stroke Foundation of Canada","keywords":"Wheeze; Medicine; Asthma; Odds ratio; Pediatrics; Odds; Breastfeeding; Intervention (counseling); Atopy; Respiratory sounds; Internal medicine; Logistic regression; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008617544,0.0001520844,0.0002794093,0.0001180949,0.0001087889,0.00001481279,0.00006194389,0.0001712513,0.00009888117],"category_scores_gemma":[0.0001204583,0.0001300417,0.00004543793,0.0001844529,0.0003337584,0.0001814917,0.00008177827,0.0001905875,0.00001693134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001912569,"about_ca_system_score_gemma":0.00006732154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288381,"about_ca_topic_score_gemma":0.00005361966,"domain_scores_codex":[0.9989997,0.00007589316,0.0002669832,0.0003010949,0.00009308648,0.0002632065],"domain_scores_gemma":[0.9995511,0.00003326511,0.0001031567,0.000157974,0.00007040656,0.00008410296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736909,0.0005697535,0.9844618,0.0002765136,0.0001547419,0.00007621229,0.001623992,0.000003444172,0.0004360501,0.0005955195,0.001093977,0.008971065],"study_design_scores_gemma":[0.001987467,0.001100541,0.9907548,0.00007091275,0.00003014342,0.00003389764,0.0006542702,0.00006975063,0.000071763,0.0001945403,0.004897352,0.000134563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739555,0.02480101,0.0002502213,0.000168796,0.0002442764,0.0001548951,0.000006268627,0.0000452258,0.0003738368],"genre_scores_gemma":[0.9947035,0.004256393,0.00008058692,0.0001503688,0.0004830029,0.00001999349,0.00000684148,0.00001365165,0.0002856144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074808,"threshold_uncertainty_score":0.5302948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103534831966844,"score_gpt":0.242503893264544,"score_spread":0.2321504100678596,"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."}}