{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000782844,0.000383991,0.0003271639,0.0008307956,0.0002592615,0.0006494061,0.000387893,0.0006107707,0.00206406],"category_scores_gemma":[0.003455684,0.0001861004,0.0004209956,0.0005146739,0.0002370903,0.0004035954,0.0004036928,0.0008653818,0.0003730219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563696,"about_ca_system_score_gemma":0.0004443427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008331766,"about_ca_topic_score_gemma":0.00698383,"domain_scores_codex":[0.9996746,0.00004551553,0.00004895469,0.0000812673,0.00007804621,0.00007164806],"domain_scores_gemma":[0.9968922,0.0005542011,0.001712321,0.00009031051,0.0003260955,0.0004249325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000496256,0.00001592987,0.9988633,0.000006279642,0.000011119,0.00003517026,0.00002346357,0.00002010006,0.0001760758,0.000004999677,0.00006272055,0.0007312029],"study_design_scores_gemma":[0.000001691784,0.00006400551,0.999418,0.000005318303,0.000009218512,0.000171072,0.00005325178,0.0001297336,0.00009096532,0.000007237149,0.00004809874,0.000001408088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985524,0.0005379454,0.00009976536,0.00006313028,0.000006311086,0.000005523515,0.0003541902,0.0000172528,0.0003634043],"genre_scores_gemma":[0.9994143,0.00006198264,0.0001029072,0.000009351787,0.000003182065,0.000003594113,0.0003045326,0.000002082282,0.00009801229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008331766,"threshold_uncertainty_score":0.01656657,"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."}}