{"id":"W2892626254","doi":"10.1155/2018/8053696","title":"Sleep Environment and Insomnia in Elderly Persons Living at Home","year":2018,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Bedroom; Insomnia; Medicine; Sleep (system call); Logistic regression; Population; Gerontology; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001899328,0.0001327326,0.0002321421,0.000542522,0.00049635,0.0003397172,0.00009889834,0.0002084299,0.0008628436],"category_scores_gemma":[0.0007530603,0.0001315787,0.0002563171,0.0003568135,0.0001997665,0.0002647343,0.0002880316,0.00022422,0.0001154796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132316,"about_ca_system_score_gemma":0.0001428647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005086628,"about_ca_topic_score_gemma":0.01006118,"domain_scores_codex":[0.9999059,0.00002354287,0.00001224134,0.00001099493,0.00003079067,0.00001644953],"domain_scores_gemma":[0.9996718,0.00004707061,0.000135689,0.00001411761,0.00005328821,0.00007798953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009972917,0.00006752525,0.9954039,0.00002616947,0.00003694631,0.0002589182,0.0004617519,0.00002817678,0.0005108924,0.00001590921,0.00009084645,0.002999228],"study_design_scores_gemma":[0.000001757539,0.0001175714,0.9989091,0.000006479534,0.00001388284,0.0002596117,0.0005213812,0.00003422027,0.00002839799,0.00001489767,0.0000910884,0.000001564245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991026,0.0003738769,0.00003531293,0.00003001011,0.000006029813,0.000003191866,0.00004763136,0.000001385473,0.0003999259],"genre_scores_gemma":[0.9995378,0.0002252291,0.00004882957,0.00002516762,0.0000103498,0.000002071584,0.00004084458,4.882683e-7,0.0001091465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005086628,"threshold_uncertainty_score":0.01011407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759327608117052,"score_gpt":0.3564750889348982,"score_spread":0.3188818128537276,"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."}}