{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003819945,0.0008753084,0.0004574716,0.0006708928,0.0002947809,0.0009247379,0.0006162484,0.0003659359,0.001261969],"category_scores_gemma":[0.004891994,0.0002984984,0.001005313,0.0006820169,0.0002662221,0.0005491464,0.0007490659,0.0007469726,0.0003152571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097858,"about_ca_system_score_gemma":0.001748759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004888,"about_ca_topic_score_gemma":0.0575521,"domain_scores_codex":[0.9988457,0.0004791309,0.0001418727,0.0002447373,0.0001553405,0.0001331551],"domain_scores_gemma":[0.9984233,0.0005723106,0.0003669505,0.0001423084,0.0003460253,0.0001491493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004816948,0.00002178654,0.9937099,0.00002328942,0.00008363343,0.00008741694,0.0001360164,0.0009012934,0.00005383547,0.00007246379,0.0004180777,0.004444213],"study_design_scores_gemma":[0.00002355104,0.0001083596,0.9833788,0.00004815007,0.000127223,0.0001374252,0.0005901518,0.01464818,0.000176104,0.00009411076,0.00065038,0.00001753947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940415,0.0005013217,0.001831209,0.0002287184,0.00004039923,0.00005444975,0.001912095,0.00003656166,0.001353776],"genre_scores_gemma":[0.997134,0.0001457897,0.001086282,0.00004881017,0.00000804744,0.00004860124,0.001166338,0.000006175855,0.0003558533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004888,"threshold_uncertainty_score":0.1998077,"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."}}