{"id":"W2104222371","doi":"10.1016/s2213-2600(13)70164-4","title":"Global differences in lung function by region (PURE): an international, community-based prospective study","year":2013,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Vital capacity; Demography; Socioeconomic status; China; Lung function; Geography; Socioeconomics; Environmental health; Population; Lung; Internal medicine; 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":[0.004295283,0.000122163,0.0002579584,0.0001020121,0.000481087,0.00007682128,0.001190203,0.00008228133,0.0001897797],"category_scores_gemma":[0.0006693136,0.00007915442,0.0000189173,0.0006260847,0.0007207021,0.0003238516,0.00008264069,0.0005496942,0.00001305726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004064307,"about_ca_system_score_gemma":0.0001105839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767837,"about_ca_topic_score_gemma":0.01025418,"domain_scores_codex":[0.995634,0.002705961,0.0002561275,0.0002076086,0.0008728296,0.0003234965],"domain_scores_gemma":[0.9986405,0.000360421,0.0001137319,0.0005476804,0.00024083,0.00009684218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001365782,0.0003143862,0.9483436,0.000008693866,0.00001826539,0.000005668621,0.00518261,0.000002041823,0.00008628511,0.002132005,0.04140126,0.002368627],"study_design_scores_gemma":[0.00156077,0.001248838,0.9531915,0.00008832235,0.00001405067,4.612539e-7,0.02453959,0.0001268867,0.00001145353,0.006212536,0.01286855,0.0001370844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670452,0.0001337574,0.0003143414,0.0127462,0.0002725499,0.00157206,0.000003982881,0.0001723531,0.01773959],"genre_scores_gemma":[0.9972232,0.00002279147,0.00001110794,0.001577819,0.0006826868,0.0003676434,0.000005977537,0.000008117564,0.0001006334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03017805,"threshold_uncertainty_score":0.988863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118772195962839,"score_gpt":0.4585873465857448,"score_spread":0.2467101269894609,"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."}}