{"id":"W4286744685","doi":"10.2139/ssrn.4162416","title":"Insomnia and Sleep Quality Among Elderly People Residing at Old Age Home","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Insomnia; Sleep quality; Gerontology; Medicine; Sleep (system call); Psychology; Psychiatry","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":[0.0002715106,0.0002226873,0.0004391619,0.0009523251,0.0006740649,0.00066214,0.0001834126,0.0003940972,0.001893723],"category_scores_gemma":[0.001034894,0.0002014282,0.0005563383,0.001064571,0.0001968486,0.0005037692,0.0005210474,0.0004864454,0.0002149769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431877,"about_ca_system_score_gemma":0.000335976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03217565,"about_ca_topic_score_gemma":0.06682517,"domain_scores_codex":[0.9998558,0.0000204408,0.000032487,0.00001805887,0.00003331462,0.00003984189],"domain_scores_gemma":[0.9994279,0.00005186219,0.0002277944,0.00001646941,0.0001156003,0.0001604018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008051845,0.00008513848,0.998058,0.00001709734,0.00005768372,0.00007507342,0.0002341577,0.00001039471,0.00009649478,0.00000698016,0.00008075331,0.001197558],"study_design_scores_gemma":[0.000002628238,0.00006856974,0.9990627,0.000006194001,0.00002143193,0.0000563607,0.0006825157,0.00002161642,0.000007730719,0.000006799886,0.00006169184,0.000001756936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985052,0.0004975032,0.00001646263,0.00005062615,0.00001598475,0.000006523949,0.0002601567,0.000001370284,0.0006462169],"genre_scores_gemma":[0.9986805,0.0003345762,0.00003569173,0.00007472077,0.00002021734,0.000005291146,0.000275815,8.092759e-7,0.0005722676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03217565,"threshold_uncertainty_score":0.06397676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009551070142702869,"score_gpt":0.2686830896372586,"score_spread":0.2591320194945558,"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."}}