{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007303954,0.000177959,0.0002211027,0.0004214449,0.0004660086,0.0005632873,0.0003883385,0.0002289212,0.0009475568],"category_scores_gemma":[0.002590618,0.000161906,0.0003275571,0.0004554822,0.0002377515,0.000270292,0.0005015198,0.0005493148,0.00008218599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133161,"about_ca_system_score_gemma":0.002416831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1665796,"about_ca_topic_score_gemma":0.1807736,"domain_scores_codex":[0.9996102,0.00007598847,0.00001822551,0.00006152067,0.00009273332,0.0001412729],"domain_scores_gemma":[0.9990313,0.0001388775,0.0003837271,0.00004170893,0.0002057584,0.0001986392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007159921,0.00005532452,0.9956032,0.00001439633,0.00002132964,0.00002355069,0.0001796961,0.00007848051,0.0001740207,0.00005353131,0.0001056063,0.003619285],"study_design_scores_gemma":[0.000001426736,0.00002048825,0.9994738,0.000009656988,0.000008387193,0.00001504997,0.0001436408,0.0001298065,0.00005670761,0.0000235705,0.0001165169,0.00000101354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985715,0.0002654497,0.0001633002,0.000118926,0.00000357831,0.00002272155,0.0004505206,0.000006938595,0.0003970813],"genre_scores_gemma":[0.9988824,0.00022486,0.0002850836,0.00001183213,0.000002382165,0.00002264787,0.0004390706,0.000002345899,0.00012946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665796,"threshold_uncertainty_score":0.33122,"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."}}