{"id":"W2164461332","doi":"10.1513/annalsats.201410-485oc","title":"The Relationship of Educational Attainment with Pulmonary Emphysema and Airway Wall Thickness","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"COPD; Medicine; Confidence interval; Educational attainment; Body mass index; Internal medicine; Pulmonary disease; Demography; Cardiology; Physical therapy","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":[0.0009224293,0.0002776709,0.0002100467,0.001038258,0.0002577544,0.0004874139,0.0004120717,0.0004938286,0.003723403],"category_scores_gemma":[0.006433014,0.0001196225,0.0003545033,0.0008542845,0.0004727773,0.0002699068,0.0004983418,0.000663397,0.0003363422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513008,"about_ca_system_score_gemma":0.0003235558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573765,"about_ca_topic_score_gemma":0.002826122,"domain_scores_codex":[0.9994889,0.000158179,0.00006404626,0.00008185878,0.0001092832,0.00009760386],"domain_scores_gemma":[0.9939204,0.002302396,0.002536807,0.0002038653,0.0002612988,0.0007752571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006140894,0.00002319883,0.9989907,0.000009280723,0.0000316126,0.00001994748,0.0000116543,0.00004424255,0.0000789828,0.00001214228,0.00001997889,0.000696859],"study_design_scores_gemma":[0.000002010133,0.00006632068,0.9995463,0.000005750273,0.00001910385,0.00008317422,0.0000128848,0.0001511295,0.00004029406,0.0000239801,0.00004780705,0.00000122297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972931,0.000825927,0.0003180545,0.0002132669,0.00001015522,0.00001077801,0.0004598555,0.00001059842,0.0008583918],"genre_scores_gemma":[0.9994368,0.00010077,0.0001287514,0.00001822221,0.00001126222,0.000005779682,0.0001826251,0.00000134399,0.0001143611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004573765,"threshold_uncertainty_score":0.01245606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08734324225260769,"score_gpt":0.4011932616480706,"score_spread":0.3138500193954629,"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."}}