{"id":"W4405114885","doi":"10.1080/25310429.2024.2430491","title":"Geographical variation in lung function: Results from the multicentric cross-sectional BOLD study","year":2024,"lang":"en","type":"article","venue":"Pulmonology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Policy Research; Paracelsus Medizinische Privatuniversität; Landspítali Háskólasjúkrahús; South African Thoracic Society; South African Medical Research Council; GlaxoSmithKline Australia; International Development Research Centre; Wellcome Trust; Chest Research Foundation; AstraZeneca Pharma Poland; GlaxoSmithKline; Pfizer Australia; Medical Research Council; Guangzhou Medical University; Medizinischen Hochschule Hannover; AstraZeneca; Air Liquide; Pfizer","keywords":"Medicine; Vital capacity; Spirometry; Demography; Cross-sectional study; Pulmonary function testing; Lung function; Internal medicine; Lung; Asthma; Pathology; Diffusing capacity","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":[0.003286457,0.0004283662,0.0004705449,0.0008686213,0.0004091587,0.0005491464,0.0005276212,0.0005416498,0.0007974181],"category_scores_gemma":[0.004164769,0.000360897,0.0007372663,0.001325729,0.0003562249,0.000437064,0.0008840123,0.0003454504,0.0002635316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017641,"about_ca_system_score_gemma":0.0001941424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796057,"about_ca_topic_score_gemma":0.0087497,"domain_scores_codex":[0.9974973,0.001486827,0.0002027061,0.0004166123,0.0002336792,0.0001628208],"domain_scores_gemma":[0.9969235,0.0008088224,0.00101142,0.0006455589,0.0003422438,0.0002683617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665567,0.0000235411,0.9980123,0.00001275899,0.000203407,0.00007140025,0.0003380673,0.00006415261,0.0002505674,0.00001609311,0.00007481983,0.0007662146],"study_design_scores_gemma":[0.000006227482,0.00005215316,0.9994437,0.000002638499,0.00003635215,0.0001023879,0.0001653778,0.00005854518,0.00001889478,0.000004741872,0.0001058645,0.000003016268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992056,0.0001308292,0.0001337132,0.00002013601,0.000002885064,0.000008409095,0.0003355092,0.000001986303,0.0001609114],"genre_scores_gemma":[0.9993605,0.00005843238,0.00009955667,0.00001897953,0.000005245185,0.0000112646,0.0003740737,0.000002851792,0.0000690448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006796057,"threshold_uncertainty_score":0.0173806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248029216977577,"score_gpt":0.3235689441820172,"score_spread":0.3010886520122414,"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."}}