{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006195953,0.0002343891,0.0002889123,0.0005529172,0.000558074,0.0006457111,0.0002781081,0.0003511973,0.001426196],"category_scores_gemma":[0.00192523,0.0001628136,0.0004166899,0.0005255806,0.0002260105,0.0004199162,0.0006544973,0.0004808547,0.00009734905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814313,"about_ca_system_score_gemma":0.0003213756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01933129,"about_ca_topic_score_gemma":0.02810767,"domain_scores_codex":[0.999744,0.00006572155,0.00003048656,0.00004776095,0.00003604213,0.00007603496],"domain_scores_gemma":[0.9991838,0.00008053327,0.0004084031,0.00005066852,0.00009438345,0.0001822126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006676742,0.0000399522,0.998162,0.00001846237,0.0000462702,0.00002815805,0.0002185071,0.00001178686,0.0000552424,0.000008510298,0.0001275809,0.001216943],"study_design_scores_gemma":[0.000001746369,0.00002511614,0.9994196,0.00000828394,0.00001078922,0.00002232751,0.0003955501,0.00002927762,0.0000060424,0.000005805442,0.00007384142,0.000001668652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989055,0.0002671881,0.00002529577,0.0000958364,0.000008609029,0.000007532195,0.0003532788,0.000001321968,0.0003354116],"genre_scores_gemma":[0.9994088,0.0001542462,0.00002717422,0.00002758189,0.00001294621,0.000009951948,0.0002609646,5.635453e-7,0.00009764305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933129,"threshold_uncertainty_score":0.03843749,"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."}}