{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007791562,0.0004855312,0.0007816726,0.001125905,0.000181485,0.0001052776,0.0004936936,0.0005212047,0.0002860596],"category_scores_gemma":[0.0007737251,0.000502454,0.0002745972,0.000254192,0.0002453279,0.0003457051,0.0002227712,0.0005240834,0.00002120207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268469,"about_ca_system_score_gemma":0.000275824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283253,"about_ca_topic_score_gemma":0.0003324501,"domain_scores_codex":[0.9961554,0.0001545895,0.0009836406,0.001148755,0.0007292897,0.0008283461],"domain_scores_gemma":[0.9967204,0.0006710279,0.0004118565,0.0002703274,0.001655793,0.0002706288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01041134,0.001622885,0.7124594,0.0005188396,0.001300197,0.0001625149,0.006428656,0.0001452725,0.0003581533,0.009121648,0.002443279,0.2550278],"study_design_scores_gemma":[0.03311408,0.0009515262,0.8251288,0.0003031843,0.0004676581,0.0004078349,0.002750713,0.1288884,0.0001494653,0.001335158,0.005573075,0.0009301649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7959415,0.00153339,0.1744005,0.004354878,0.002425843,0.001831583,0.0003160023,0.0001130797,0.01908326],"genre_scores_gemma":[0.9815885,0.0004662015,0.01115145,0.001590209,0.0007340768,0.0005897229,0.002006023,0.00006189779,0.001811917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540976,"threshold_uncertainty_score":0.9997427,"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."}}