{"id":"W2968557182","doi":"10.1159/000501365","title":"Accuracy of the Cognitive Assessment Battery in a Primary Care Population","year":2019,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders Extra","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Linköpings Universitet","keywords":"Receiver operating characteristic; Cognition; Population; Montreal Cognitive Assessment; Logistic regression; Primary care; Mini–Mental State Examination; Psychology; Neuropsychological assessment; Neuropsychology; Medicine; Cognitive impairment; Gerontology; Audiology; Psychiatry; Internal medicine; Family medicine; Environmental health","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":[0.0002668854,0.0002221044,0.0003617752,0.0002772727,0.00009294937,0.00003279834,0.0000862956,0.00008474809,0.0004738979],"category_scores_gemma":[0.00009819827,0.0001747401,0.0001595851,0.0005634021,0.0001045631,0.0001941824,0.0001617771,0.0002738817,0.00001388968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006514254,"about_ca_system_score_gemma":0.0002016963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164327,"about_ca_topic_score_gemma":0.00006925851,"domain_scores_codex":[0.9980556,0.0001926639,0.0004132857,0.0004429389,0.00053247,0.0003629814],"domain_scores_gemma":[0.9989779,0.0003238154,0.0001965167,0.0001521968,0.0002695347,0.00008003547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003159444,0.0003343472,0.8954166,0.0005285942,0.0001769918,0.000004542242,0.0005237732,4.128884e-7,0.0008017917,0.00003253108,0.00001294809,0.1018516],"study_design_scores_gemma":[0.006422064,0.0004054078,0.9857193,0.0004908963,0.0004734842,0.000005677331,0.005671539,0.00004496707,0.0003576909,0.0001499911,0.00007084346,0.000188112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783578,0.002124057,0.0002821146,0.0001966627,0.0001335421,0.002457509,0.00005479049,0.00001527892,0.01637828],"genre_scores_gemma":[0.9982994,0.0006040956,0.00004716692,0.0003353841,0.00002841472,0.0001273744,0.0003535055,0.00002230364,0.0001823635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016635,"threshold_uncertainty_score":0.7125694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006533338589464597,"score_gpt":0.2850176503347019,"score_spread":0.2784843117452373,"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."}}