{"id":"W2254275826","doi":"10.1164/rccm.201509-1807oc","title":"Noncommunicable Lung Disease in Sub-Saharan Africa. A Community-based Cross-Sectional Study of Adults in Urban Malawi","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust; GlaxoSmithKline","keywords":"Medicine; Spirometry; Context (archaeology); Population; Cross-sectional study; Body mass index; Environmental health; Demography; Asthma; Internal medicine; Pathology","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":[0.0007812782,0.0004223905,0.0003660327,0.0008160939,0.0008308475,0.0006873151,0.000448359,0.0005598758,0.001057519],"category_scores_gemma":[0.001368951,0.0006256522,0.000343778,0.001223673,0.0004151737,0.0007501238,0.000804803,0.0006700439,0.0003603266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634981,"about_ca_system_score_gemma":0.0005792183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02633258,"about_ca_topic_score_gemma":0.03180911,"domain_scores_codex":[0.9994807,0.000184768,0.00005607245,0.00007506001,0.0000955048,0.0001078472],"domain_scores_gemma":[0.9993922,0.00006149318,0.0002208444,0.00004181091,0.0001070684,0.0001765946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002512795,0.00008041551,0.9981147,0.00003053766,0.00003874599,0.00009520233,0.0006067644,0.00001129871,0.0001978147,0.00001005204,0.0001466929,0.0006426612],"study_design_scores_gemma":[0.000008755174,0.0001016313,0.9984875,0.00001703343,0.0000223677,0.0001840853,0.0007999928,0.00006107374,0.00002964626,0.000006660267,0.0002785969,0.000002588805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997972,0.0003488701,0.0001078342,0.0001051614,0.000006367292,0.0000987659,0.001095551,0.000003717241,0.0002617012],"genre_scores_gemma":[0.9984353,0.0002892928,0.0001704539,0.0001548638,0.0000118358,0.00009829971,0.000607723,0.000001491501,0.0002308331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02633258,"threshold_uncertainty_score":0.05235863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778853314467566,"score_gpt":0.334709434234865,"score_spread":0.3069209010901894,"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."}}