{"id":"W3102644255","doi":"10.2147/cia.s277252","title":"&lt;p&gt;Evaluation of the Effects of an Intervention Intended to Optimize the Sleep Environment Among the Elderly: An Exploratory Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Intervention (counseling); Anxiety; Sleep onset latency; Sleep (system call); Insomnia; Cognition; Physical therapy; Sleep disorder; Clinical psychology; Gerontology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005447871,0.0002054902,0.000376237,0.000116541,0.0001494989,0.00003344768,0.0009779194,0.0001637059,0.0004757457],"category_scores_gemma":[0.001415027,0.0001218259,0.0007319986,0.0004634753,0.0004533821,0.0001744695,0.0003724646,0.000641487,0.00003859137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005965065,"about_ca_system_score_gemma":0.00001830959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003286736,"about_ca_topic_score_gemma":0.0004846277,"domain_scores_codex":[0.9919668,0.005205826,0.001590247,0.0005217502,0.0004696847,0.0002456945],"domain_scores_gemma":[0.9974279,0.0007203249,0.0005994092,0.001026659,0.0001144594,0.0001111938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009938263,0.03293962,0.08289362,0.0003716782,0.00475082,0.00002562113,0.1143721,0.02786089,0.001348911,0.003492764,0.001977551,0.7289726],"study_design_scores_gemma":[0.02127861,0.0149649,0.8069525,0.002861385,0.004692462,0.000005328668,0.09332652,0.05030021,0.0007997197,0.003154201,0.0008233247,0.0008407969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906866,0.0008737733,0.003079745,0.001148748,0.001715417,0.002043847,0.00000432357,0.00003374143,0.0004137997],"genre_scores_gemma":[0.9990776,0.00002489068,0.00007787447,0.0002204732,0.00008533069,0.0003989362,0.000009314894,0.00003035929,0.0000752528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7281318,"threshold_uncertainty_score":0.5209082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270771545293226,"score_gpt":0.4079961543019693,"score_spread":0.315288438849037,"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."}}