{"id":"W1791328024","doi":"10.1111/ggi.12339","title":"Nurse‐led cognitive screening model for older adults in primary care","year":2014,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Government of Jiangxi Province","keywords":"Medicine; Dementia; Cognition; Referral; Cognitive impairment; Primary care; Memory clinic; Gerontology; Cognitive decline; Family medicine; Psychiatry; Disease","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":[0.00639524,0.0004561302,0.0004938297,0.0009046968,0.001250017,0.001526879,0.001305834,0.0005408641,0.001550634],"category_scores_gemma":[0.01074491,0.0002371867,0.0006436725,0.0005222562,0.0003293373,0.001065116,0.001422071,0.0005271623,0.0004852115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004073436,"about_ca_system_score_gemma":0.01040956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0295545,"about_ca_topic_score_gemma":0.05876239,"domain_scores_codex":[0.9960937,0.002483368,0.0001966338,0.0004076078,0.0005701819,0.0002484554],"domain_scores_gemma":[0.9960288,0.0009620194,0.000564153,0.0002635869,0.0009841274,0.001197415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009193725,0.009595689,0.7114688,0.0007500806,0.0002333341,0.0005857177,0.005390669,0.003234745,0.0005728056,0.0008607897,0.008126359,0.2582617],"study_design_scores_gemma":[0.002206416,0.01769344,0.8431841,0.00155804,0.000810744,0.001520033,0.01478763,0.09004334,0.001200761,0.003402648,0.02335193,0.0002409337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9631112,0.0008860667,0.01401375,0.003280922,0.0001754793,0.005467535,0.0005848922,0.0003717587,0.01210842],"genre_scores_gemma":[0.9678556,0.0004875725,0.02666122,0.0007497107,0.00005367072,0.002444603,0.0004196177,0.000008234761,0.001319844],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0295545,"threshold_uncertainty_score":0.05876499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893336889116035,"score_gpt":0.3240164627790106,"score_spread":0.3050830938878503,"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."}}