{"id":"W4210846303","doi":"10.2196/36566","title":"Noncommunicable Diseases Household Survey Data Analysis, Sana’a City, Yemen, 2017","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Epidemiology; Environmental health; Public health; Odds ratio; Christian ministry; Population; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003188231,0.0002131525,0.0005323193,0.0004371163,0.00122198,0.0003075663,0.002454317,0.00005758454,0.0008803472],"category_scores_gemma":[0.001087791,0.0002105778,0.0001138682,0.002275167,0.00008754513,0.001269598,0.005475241,0.000345081,0.00006979828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008327788,"about_ca_system_score_gemma":0.000059792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09706718,"about_ca_topic_score_gemma":0.001421618,"domain_scores_codex":[0.9977264,0.00004569014,0.0005061696,0.0005733012,0.0004018003,0.0007466666],"domain_scores_gemma":[0.9981402,0.0001713223,0.0004217119,0.001049274,0.0001534752,0.00006398938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001879213,0.00007522046,0.2562356,0.00003189514,0.000110222,0.000002088157,0.00001223813,0.0004354711,0.000001803712,0.002203033,0.7406842,0.000189367],"study_design_scores_gemma":[0.0002203929,0.00001007924,0.2128664,0.000003158108,0.0002095227,0.000001243182,0.0003470803,0.01091353,7.124488e-8,0.0005579695,0.7746676,0.0002029849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7682952,0.002137602,0.000288519,0.06609278,0.002105294,0.0009974679,0.00290556,0.001239222,0.1559384],"genre_scores_gemma":[0.9582365,0.0000904832,0.00009828939,0.03807389,0.0007661156,0.00004059531,0.00229356,0.00002927996,0.0003713243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899413,"threshold_uncertainty_score":0.9639184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055958805016097,"score_gpt":0.3495656707884249,"score_spread":0.1439697902868152,"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."}}