{"id":"W4317806110","doi":"10.21608/asnj.2023.174628.1453","title":"Smartphone Use and Its Relation to Cognitive Impairment and Depressive Symptoms among Elderly People","year":2023,"lang":"en","type":"article","venue":"Assiut Scientific Nursing Journal","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depressive symptoms; Cognitive impairment; Cognition; Relation (database); Clinical psychology; Psychology; Medicine; Gerontology; Psychiatry; Computer science; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001353297,0.0001367515,0.0001688937,0.0005913457,0.002803359,0.001264801,0.0001734358,0.0001557509,0.00002598521],"category_scores_gemma":[0.0009400169,0.0001344487,0.00003923406,0.001310622,0.0006663048,0.001110388,0.00006779061,0.0003437921,0.00004778865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792508,"about_ca_system_score_gemma":0.0001677289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008280516,"about_ca_topic_score_gemma":0.0007312344,"domain_scores_codex":[0.9979119,0.0002204993,0.0002538087,0.0004433258,0.0006024313,0.0005680691],"domain_scores_gemma":[0.9986938,0.0002727665,0.0001793124,0.0001218338,0.0003303859,0.0004019555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008190377,0.0001913827,0.6272217,0.00001547771,0.00009658297,0.0001131708,0.191658,0.00003711324,0.003703691,0.00109807,0.01931225,0.1564707],"study_design_scores_gemma":[0.0006674748,0.0001267833,0.9867386,0.0006634797,0.00005452413,0.0000567833,0.008556229,0.0003948879,0.0004605793,0.001669286,0.0004145053,0.0001968653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933571,0.0001954855,0.0003093835,0.00344389,0.001907793,0.0003929204,0.00001150961,0.0002007278,0.0001811877],"genre_scores_gemma":[0.997886,0.00005552481,0.0001153352,0.00002722313,0.0001067389,0.00001186807,0.000005586174,0.00001495736,0.001776753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3595169,"threshold_uncertainty_score":0.999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958790781739601,"score_gpt":0.2965857280933266,"score_spread":0.2769978202759306,"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."}}