{"id":"W2955586015","doi":"10.1177/1533317519860333","title":"The Efficacy of General Practitioner Assessment of Cognition in Chinese Elders Aged 80 and Older","year":2019,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Cognitive impairment; Gerontology; Cognition; Mini–Mental State Examination; Disease; Montreal Cognitive Assessment; Clinical Dementia Rating; Outpatient clinic; Mainland China; Clinical psychology; Psychiatry; Internal medicine; China","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":[0.004833392,0.0003157429,0.0004976267,0.000861462,0.0003444474,0.0006283437,0.0003474806,0.0005765406,0.0006382853],"category_scores_gemma":[0.01798813,0.0001497046,0.0005601171,0.0006631558,0.000309556,0.000571606,0.0004247532,0.0003772542,0.0001372431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006234,"about_ca_system_score_gemma":0.0007771282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626809,"about_ca_topic_score_gemma":0.02241717,"domain_scores_codex":[0.9983357,0.0006625731,0.0002374356,0.0001996946,0.0004383129,0.0001263223],"domain_scores_gemma":[0.993818,0.001952765,0.00192398,0.0002785121,0.001492327,0.0005344687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002841171,0.0001369472,0.9885461,0.00008111148,0.0001140424,0.00003515809,0.0002901508,0.00006275315,0.00009768975,0.000009338016,0.0001993529,0.01014326],"study_design_scores_gemma":[0.00002665387,0.000341381,0.9988292,0.00002215924,0.00007223665,0.0000575046,0.0001982504,0.0002491548,0.00003892551,0.00001194621,0.0001466107,0.000006069095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966977,0.001403669,0.00006887553,0.0001612796,0.00003119347,0.00005437026,0.0001770893,0.000006447543,0.001399398],"genre_scores_gemma":[0.9990517,0.0003747864,0.0001240585,0.0001095464,0.00002325842,0.00001733419,0.0001604085,7.564221e-7,0.0001380448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626809,"threshold_uncertainty_score":0.03234679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043239019220477,"score_gpt":0.3377601863065987,"score_spread":0.3273277961143939,"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."}}