{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00175919,0.001167035,0.0008614185,0.003290178,0.0006229532,0.0007355315,0.0009909346,0.0002948944,0.01283389],"category_scores_gemma":[0.004247377,0.0004964538,0.0008704073,0.01032769,0.0003062673,0.0009796633,0.001370393,0.001008742,0.003557455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002454572,"about_ca_system_score_gemma":0.004977011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07678983,"about_ca_topic_score_gemma":0.06800386,"domain_scores_codex":[0.9987422,0.0003660752,0.0002207091,0.0002057801,0.0002026583,0.0002625805],"domain_scores_gemma":[0.9983523,0.00018301,0.00050647,0.0001110897,0.0007136306,0.0001335293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005662965,0.000195591,0.700091,0.00258103,0.0008016235,0.0002690786,0.00101598,0.001763645,0.0003725843,0.001013271,0.2597861,0.03154378],"study_design_scores_gemma":[0.0001976216,0.0001337987,0.9394123,0.001074505,0.0003221013,0.0001397999,0.003156155,0.001561175,0.0004163244,0.0003415816,0.05319188,0.00005277057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0841296,0.001468393,0.0008781496,0.0006662766,0.0001086393,0.001276958,0.9068707,0.0001745606,0.004426844],"genre_scores_gemma":[0.1927348,0.002377857,0.004019016,0.0004128363,0.0001032722,0.01346051,0.7807959,0.000103123,0.005992709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07678983,"threshold_uncertainty_score":0.1526857,"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."}}