{"id":"W4200411445","doi":"10.1111/pai.13713","title":"Lung clearance index predicts persistence of preschool wheeze","year":2021,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; Children's Hospital Research Institute of Manitoba; McMaster University; Queen's University; University of British Columbia; Hospital for Sick Children; Public Health Ontario; BC Children's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; National Institute for Health and Care Research","keywords":"Wheeze; Medicine; Persistence (discontinuity); Index (typography); Lung function; Lung; Pediatrics; Environmental health; Asthma; Intensive care medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009962328,0.0001530882,0.0003463932,0.0001364381,0.00008741496,0.00000857557,0.0001330894,0.0001806276,0.0007016938],"category_scores_gemma":[0.0002588813,0.0001520945,0.0001001371,0.0003555206,0.0002769333,0.0001159804,0.0002381189,0.0003859049,0.0000189171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007951821,"about_ca_system_score_gemma":0.000571295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004462459,"about_ca_topic_score_gemma":0.000006626697,"domain_scores_codex":[0.9985573,0.0001073899,0.0002896097,0.0004127345,0.00025847,0.0003744574],"domain_scores_gemma":[0.9989853,0.00009688306,0.00009479475,0.0003987559,0.0002836255,0.00014065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004008208,0.001361652,0.9414189,0.002595506,0.002038149,0.001103976,0.001080647,0.00007090998,0.01029427,0.002277198,0.004010382,0.02974015],"study_design_scores_gemma":[0.002004059,0.0001519212,0.9919808,0.00003413932,0.0000956883,0.0002218619,0.0003950841,0.0008299314,0.0003646323,0.0001500503,0.003638689,0.0001331665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027611,0.09163959,0.0001018884,0.0005811774,0.0002047787,0.0002086703,0.00001640923,0.0000341304,0.004452236],"genre_scores_gemma":[0.9789001,0.01832197,0.0001440497,0.00007646903,0.0002374842,0.00002231662,0.00002423712,0.00001954493,0.002253847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07613897,"threshold_uncertainty_score":0.7683054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106893183054004,"score_gpt":0.2470691820908548,"score_spread":0.2360002502603147,"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."}}