{"id":"W3006346350","doi":"10.15557/pipk.2019.0028","title":"Cognitive reserve and emotional and current cognitive performance of older adults with different cultural background – preliminary study","year":2019,"lang":"en","type":"article","venue":"Psychiatria i Psychologia Kliniczna","topic":"Health and Well-being Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Cognition; Psychology; Effects of sleep deprivation on cognitive performance; Clinical psychology; Gerontology; Cognitive impairment; Medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005528319,0.0004810084,0.0007302805,0.0001798228,0.0002235711,0.0000314044,0.0001945277,0.0001810324,0.0003259977],"category_scores_gemma":[0.00006239716,0.0003380743,0.00009079384,0.0002669246,0.0004011194,0.0001693101,0.0001298433,0.0006456964,0.000102535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000221135,"about_ca_system_score_gemma":0.00005702727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011222,"about_ca_topic_score_gemma":0.0001307153,"domain_scores_codex":[0.9966538,0.0004448799,0.0007899089,0.001133855,0.0003737426,0.0006038051],"domain_scores_gemma":[0.9977993,0.0008308892,0.0004772298,0.0003630477,0.0003355132,0.0001940395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01377446,0.00245499,0.9516264,0.0004245028,0.0004004542,0.000005038996,0.0107483,2.551502e-7,9.909543e-7,0.00007222901,0.001021459,0.01947088],"study_design_scores_gemma":[0.0169381,0.0120021,0.9457403,0.001155551,0.000207206,0.00004201522,0.02341144,0.00002363516,0.000002203659,0.00003238632,0.00004769796,0.0003973179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855363,0.006842544,0.00001512279,0.0003637635,0.002095899,0.002852856,0.00008901319,0.00006431033,0.002140155],"genre_scores_gemma":[0.9980286,0.0008088864,0.00005442319,0.0002375232,0.0002513599,0.0002149069,0.00004622895,0.00003912332,0.0003189967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907357,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864843003254449,"score_gpt":0.3753234893245919,"score_spread":0.3366750592920474,"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."}}