{"id":"W4405964197","doi":"10.1093/geroni/igae098.2211","title":"DIGITAL APPROACHES TO ROUTINE COGNITIVE SCREENING FOR OLDER ADULTS IN PRIMARY CARE SETTINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Cognition; Medicine; Gerontology; Psychology; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005740433,0.0002951473,0.0003901048,0.001960006,0.001079803,0.001539707,0.0006858635,0.0005166661,0.003770295],"category_scores_gemma":[0.01745118,0.0002416462,0.0003774923,0.001321518,0.0005724786,0.000672273,0.002301431,0.0005089743,0.0003854601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138403,"about_ca_system_score_gemma":0.002144207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008573375,"about_ca_topic_score_gemma":0.02470931,"domain_scores_codex":[0.9953302,0.00287523,0.0003100907,0.0003314708,0.0008490324,0.0003039741],"domain_scores_gemma":[0.9919106,0.003550172,0.001977557,0.0005424644,0.001044955,0.0009743226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001305978,0.00566885,0.4874513,0.001776594,0.0002062099,0.000556738,0.008440942,0.0003117469,0.001600034,0.0004124856,0.005213763,0.4870554],"study_design_scores_gemma":[0.0007193507,0.009034243,0.9619101,0.001020932,0.0002547385,0.0008157043,0.009818051,0.001214606,0.0008194907,0.0008692017,0.01347151,0.00005220455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804567,0.003471066,0.001559305,0.001533157,0.0001126482,0.001655634,0.0003425672,0.00007072592,0.0107981],"genre_scores_gemma":[0.9882671,0.002088895,0.00629728,0.001006376,0.0001392715,0.001282105,0.0001611491,0.000004297804,0.0007535196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008573375,"threshold_uncertainty_score":0.03035867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746329836169395,"score_gpt":0.3200899120496898,"score_spread":0.2726266136879959,"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."}}