{"id":"W7124368688","doi":"","title":"Application effect analysis of five cognitive function screening scales in the elderly","year":2024,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Memory clinic; Cognition; Neurocognitive; Receiver operating characteristic; Cognitive impairment; Neurology; Montreal Cognitive Assessment; Screening test","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":[0.02454686,0.001001752,0.0009326995,0.001881964,0.0004754129,0.001014168,0.0004938,0.0006103034,0.001235303],"category_scores_gemma":[0.04954921,0.0003741268,0.003061403,0.0009885955,0.0005621897,0.0008274899,0.0008457755,0.0007473325,0.0002015073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607594,"about_ca_system_score_gemma":0.0006505685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319008,"about_ca_topic_score_gemma":0.001187389,"domain_scores_codex":[0.9811865,0.01328367,0.0006309709,0.001337777,0.003102371,0.0004587363],"domain_scores_gemma":[0.9363329,0.05245796,0.004251289,0.001847404,0.003845511,0.001264927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005715215,0.0005029211,0.9678522,0.0001252847,0.002339323,0.00006835604,0.0003775476,0.0006697696,0.0003544745,0.0001069197,0.0002479275,0.02164012],"study_design_scores_gemma":[0.0002382332,0.005277225,0.9837183,0.00004347914,0.001598705,0.0001152838,0.0003555646,0.007411256,0.000533364,0.0001918059,0.0004837968,0.00003281668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970169,0.0007295948,0.001000531,0.00006172142,0.00005348395,0.0001120966,0.0001054641,0.00001725641,0.0009029046],"genre_scores_gemma":[0.9981358,0.0001930572,0.001119938,0.00002935143,0.0000350552,0.00009041377,0.0001303976,0.000005887689,0.0002599571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454686,"threshold_uncertainty_score":0.1298178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313086287415336,"score_gpt":0.5507087480445747,"score_spread":0.4194001193030411,"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."}}