{"id":"W4386254567","doi":"10.1002/ppul.26649","title":"Applicability of the Global Lung Function Initiative prediction equations in Hong Kong Chinese children","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Chinese University of Hong Kong","keywords":"Medicine; Spirometry; Vital capacity; Lung function; Demography; Pediatrics; Cardiology; Internal medicine; Asthma; Lung; Diffusing capacity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003824506,0.0001728111,0.0003149877,0.0003131545,0.0001075836,0.000006414772,0.0002020362,0.0001884653,0.00009805204],"category_scores_gemma":[0.0008124475,0.0001349853,0.0001464478,0.003222765,0.0002045584,0.0001292566,0.0002575636,0.0003991141,0.00005346578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378694,"about_ca_system_score_gemma":0.000440889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183822,"about_ca_topic_score_gemma":0.00007841246,"domain_scores_codex":[0.9980606,0.0002271995,0.0004547016,0.0004563711,0.0003801824,0.0004209838],"domain_scores_gemma":[0.9988378,0.0002514808,0.0001552827,0.0004967958,0.0001490704,0.0001095464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001767444,0.0002290348,0.9961149,0.000124142,0.00004585749,0.000007531884,0.00007396528,0.0002444271,0.00004734878,0.0003587542,0.0001689937,0.002408352],"study_design_scores_gemma":[0.001090367,0.00006740978,0.9871186,0.000008620593,0.000137871,0.00001671563,0.00009823768,0.007527969,0.000006054188,0.003834099,0.00001037448,0.00008369509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946302,0.0004823479,0.0004761669,0.001001392,0.0003260956,0.001314605,0.0002724376,0.0001234436,0.001373269],"genre_scores_gemma":[0.9988821,0.0001272695,0.00001944065,0.00004222164,0.0004846033,0.0001828991,0.0001973173,0.0000162268,0.00004792277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008996261,"threshold_uncertainty_score":0.550454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413816412034063,"score_gpt":0.293116854764954,"score_spread":0.2789786906446134,"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."}}