{"id":"W4407138788","doi":"10.52711/2349-2996.2024.00057","title":"A Study to Assess the Cognitive Impairment among Elderly People","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Nursing Education and Research","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Gerontology; Medicine; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.002724365,0.00006656435,0.0001211721,0.0003713038,0.0003722325,0.0001781839,0.0001195976,0.00002715282,0.00007071713],"category_scores_gemma":[0.0001737976,0.00004127976,0.00003419834,0.0005293266,0.0001179093,0.00006906254,0.00001604644,0.0005572902,0.00004654321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017162,"about_ca_system_score_gemma":0.0005205026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006795772,"about_ca_topic_score_gemma":0.00003056389,"domain_scores_codex":[0.9982402,0.0007260612,0.0002366851,0.0001454651,0.000365613,0.0002859554],"domain_scores_gemma":[0.9988893,0.0004055136,0.00004132913,0.00009680444,0.0003794418,0.0001876433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008451962,0.001708738,0.02124041,0.0000252239,0.00009941396,0.00002870303,0.4140422,1.567387e-7,0.000003349631,0.000413813,0.09405804,0.4682954],"study_design_scores_gemma":[0.0001634662,0.001533182,0.5394333,0.00056685,0.000023351,0.0001456941,0.4557971,0.000001091239,0.000003181365,0.0004472262,0.001848865,0.00003667635],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935266,0.002361917,0.00006389112,0.04475768,0.00225446,0.0004684103,8.493425e-7,0.000007951936,0.01481891],"genre_scores_gemma":[0.9972007,0.00003738287,0.00002641416,0.0001325157,0.0005678141,0.00003034093,3.855634e-7,0.00001074226,0.00199374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5181929,"threshold_uncertainty_score":0.2862949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128842719322545,"score_gpt":0.5453145239482384,"score_spread":0.4164718046256934,"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."}}