{"id":"W2896720936","doi":"10.7717/peerj.5750","title":"Alcohol consumption and sleep deprivation among Ghanaian adults: Ghana Demographic and Health Survey","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Odds; Demography; Odds ratio; Medicine; Cross-sectional study; Logistic regression; Socioeconomic status; Alcohol consumption; Sleep deprivation; Environmental health; Gerontology; Alcohol; Population; Psychiatry; Internal medicine; Biology","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":[0.0003614007,0.0002051723,0.0002193385,0.0006111102,0.0002436618,0.000276174,0.0002806016,0.0002148906,0.001549879],"category_scores_gemma":[0.001079041,0.0002300141,0.0002944786,0.001866178,0.0001525469,0.0003796932,0.0003686805,0.0004456074,0.0002229367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960072,"about_ca_system_score_gemma":0.0003896601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04526231,"about_ca_topic_score_gemma":0.06544723,"domain_scores_codex":[0.9997638,0.00007801821,0.00004153153,0.00002984963,0.00005306252,0.00003381097],"domain_scores_gemma":[0.9991351,0.00005034853,0.0005716475,0.00002203602,0.00009206744,0.0001289243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002812001,0.00001560982,0.9986805,0.00002747516,0.00002734701,0.00003509815,0.0001347368,0.00001821245,0.0000616429,0.000007538488,0.0002733417,0.0006902138],"study_design_scores_gemma":[0.000002005427,0.00001382564,0.9996038,0.00001106531,0.000005992264,0.00003635069,0.0001419419,0.00003325927,0.000007525515,0.000004993192,0.0001384428,7.869186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913117,0.001120141,0.00006206416,0.0003569805,0.00001109075,0.00004111104,0.006532901,0.000004876428,0.0005592317],"genre_scores_gemma":[0.9970107,0.0005462297,0.0001264476,0.00006919815,0.00001047981,0.00003036572,0.001964837,0.000001570624,0.0002400879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04526231,"threshold_uncertainty_score":0.08999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379609188704291,"score_gpt":0.3228259407041319,"score_spread":0.2848650218337028,"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."}}