{"id":"W2947149715","doi":"10.20944/preprints201905.0353.v1","title":"Sleep Disturbances are Consequences or Mediators between Socioeconomic Status and Health: A Scoping Review","year":2019,"lang":"en","type":"review","venue":"Preprints.org","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Socioeconomic status; Sleep (system call); Psychology; Allostatic load; Gerontology; Population; Health equity; Sleep deprivation; Medicine; Public health; Environmental health; Psychiatry; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003464316,0.0004338743,0.003305503,0.00008254265,0.0006623915,0.00006412579,0.0006014452,0.0003253233,0.001356924],"category_scores_gemma":[0.0009751819,0.0003395208,0.0003420933,0.0002012043,0.0006582121,0.0002408713,0.0002891609,0.0005433485,0.001070248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855188,"about_ca_system_score_gemma":0.004743292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005637941,"about_ca_topic_score_gemma":0.004319551,"domain_scores_codex":[0.9952077,0.00107145,0.001409597,0.0008810482,0.000370775,0.001059395],"domain_scores_gemma":[0.9958147,0.001442916,0.00152758,0.0005144657,0.00005673922,0.0006436422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001598542,0.00001062892,0.4005567,0.3928177,0.00010595,0.000003165043,0.001038656,3.11517e-8,4.821836e-10,0.0005856407,0.0003240412,0.2045559],"study_design_scores_gemma":[0.00009978781,0.000009759087,0.01146102,0.2207482,0.0001926627,0.00000109135,0.0005130774,2.582224e-8,4.336608e-8,0.00006290836,0.7665634,0.0003479652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003871146,0.9881364,4.924831e-7,0.005865055,0.0008642715,0.003553176,0.0001076542,0.00009429854,0.0009915134],"genre_scores_gemma":[0.0003371438,0.99584,0.00001709624,0.002326275,0.0005274515,0.0003011984,0.00003837843,0.00003720975,0.0005752424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7662394,"threshold_uncertainty_score":0.9999057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3983140636300913,"score_gpt":0.5149167439156569,"score_spread":0.1166026802855656,"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."}}