{"id":"W4402697323","doi":"10.3724/sp.j.1329.2024.04010","title":"Application of Patient Version of General Practitioner Assessment of Cognition for Screening Elderly with Mild Cognitive Impairment in Community","year":2024,"lang":"en","type":"article","venue":"Rehabilitation Medicine","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive impairment; Psychology; Cognitive Assessment System; Medicine; Clinical psychology; Gerontology; 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":[0.0009055398,0.00009007219,0.0003113954,0.0003098582,0.0000304088,0.00000140978,0.00002945379,0.00005163801,0.00005965022],"category_scores_gemma":[0.0009142355,0.00006216978,0.00005365234,0.0003713847,0.000261398,0.00008137825,0.00001264853,0.0001834284,5.782866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007643,"about_ca_system_score_gemma":0.0001711766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000526886,"about_ca_topic_score_gemma":0.00003142098,"domain_scores_codex":[0.9984474,0.0001949881,0.0004805619,0.0001466281,0.0006161921,0.0001142226],"domain_scores_gemma":[0.9968475,0.002162533,0.000170277,0.0001392589,0.0005877363,0.00009275707],"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":[0.02153054,0.01501252,0.2509443,0.0354546,0.001862283,0.00002817573,0.02577096,0.0003397963,0.1017919,0.006009522,0.002163586,0.5390918],"study_design_scores_gemma":[0.02295143,0.08690108,0.8151875,0.0186854,0.0008229437,0.00001235118,0.01884281,0.01962914,0.01455679,0.001959923,0.0002777035,0.0001729346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528072,0.0001973854,0.04303552,0.001330995,0.00002610878,0.002007634,0.00006790386,0.000011551,0.000515698],"genre_scores_gemma":[0.9856928,0.00003816391,0.01317912,0.0000347975,0.0000225345,0.0002725146,0.000735299,0.00001008667,0.00001470185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5642432,"threshold_uncertainty_score":0.253521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273498309543447,"score_gpt":0.3956292387859081,"score_spread":0.3728942556904736,"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."}}