{"id":"W4318972445","doi":"10.17711/sm.0185-3325.2023.003","title":"Association of loneliness, social isolation, and daily cognitive function in Mexican older adults living in community during the first wave of COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Salud Mental","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Cognition; Psychology; Montreal Cognitive Assessment; Gerontology; UCLA Loneliness Scale; Cohort; Clinical psychology; Demography; Medicine; Psychiatry; Cognitive impairment; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00131614,0.00006884889,0.0001905821,0.0000807012,0.0001782884,0.000003067968,0.00002589298,0.00007694506,0.0000269188],"category_scores_gemma":[0.0007690088,0.00005942402,0.00002900207,0.0002821935,0.00008731461,0.0000645691,0.00004892726,0.0002397231,9.781957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394306,"about_ca_system_score_gemma":0.0001044289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004240122,"about_ca_topic_score_gemma":0.01630529,"domain_scores_codex":[0.9990181,0.000237284,0.00031941,0.0001079988,0.0001823246,0.0001348537],"domain_scores_gemma":[0.999075,0.000577472,0.0001767039,0.0000717572,0.00005986515,0.00003918129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004090175,0.0001665562,0.9397709,0.0005510636,0.00001670118,4.682003e-7,0.05853005,0.000001891973,0.0001604368,0.000003301353,0.00006457078,0.0003249868],"study_design_scores_gemma":[0.002423627,0.00006171525,0.947723,0.0002625628,0.0000305757,0.000001654805,0.04880109,0.0005291263,0.00003616032,0.00008327847,0.000004406792,0.00004281202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985229,0.00004880711,0.00001535115,0.0007617836,0.00006753174,0.0004524621,0.0000326995,0.00002284435,0.00007561859],"genre_scores_gemma":[0.9995729,0.00005621049,0.000002643707,0.000186239,0.0000521812,0.00001721834,0.00007431002,0.000006616682,0.0000316926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206517,"threshold_uncertainty_score":0.9098733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032110441682886,"score_gpt":0.3183777086156562,"score_spread":0.2880566041988273,"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."}}