{"id":"W6986569096","doi":"","title":"Poor Sleep Quality and Mental Health in Aging","year":2022,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Sleep (system call); Pittsburgh Sleep Quality Index; Young adult; Quality of life (healthcare); Population; Sleep quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035749,0.0001039195,0.000165437,0.0004804417,0.0002897752,0.0004382916,0.0001723014,0.0001638375,0.003218835],"category_scores_gemma":[0.0007018563,0.00005217827,0.0001683212,0.0005265829,0.0002820895,0.0002479938,0.0004561815,0.0002021211,0.0001674599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818881,"about_ca_system_score_gemma":0.0002803606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112599,"about_ca_topic_score_gemma":0.01499368,"domain_scores_codex":[0.9998784,0.00003394927,0.00001379725,0.00002263256,0.00002437553,0.00002668597],"domain_scores_gemma":[0.9995964,0.0000673027,0.0001840379,0.0000116132,0.00006884441,0.00007184498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006798123,0.00004014,0.9657412,0.0001951651,0.00006745869,0.0001159779,0.0004823514,0.00004201367,0.000321277,0.0002756004,0.001276509,0.03137424],"study_design_scores_gemma":[0.000001019174,0.00003541187,0.998487,0.00003960865,0.00001125795,0.0001166608,0.0002151097,0.00003002161,0.00002208794,0.00008554816,0.000954666,0.000001648795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467558,0.04137294,0.0002771908,0.001842431,0.0001293308,0.00003807354,0.001567867,0.00001869592,0.007997689],"genre_scores_gemma":[0.9931685,0.00521409,0.0001900305,0.0002242363,0.0001135655,0.000015132,0.0003755461,0.000001211063,0.0006976865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112599,"threshold_uncertainty_score":0.0223887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580659910963998,"score_gpt":0.3695426924869114,"score_spread":0.3137360933772714,"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."}}