{"id":"W4406222824","doi":"10.1002/alz.095393","title":"Digital Assessment Approaches to Overcome Barriers to Cognitive Screening and Monitoring for Older Adults in Primary Care Settings","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"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":[0.01110291,0.0003921946,0.0003343739,0.001023537,0.001060908,0.001543919,0.0009839981,0.0006607343,0.006841163],"category_scores_gemma":[0.0273208,0.0003147613,0.000512885,0.0005905202,0.0004856616,0.0009464672,0.003721216,0.0006924354,0.0006800785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035924,"about_ca_system_score_gemma":0.002907567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314846,"about_ca_topic_score_gemma":0.00933874,"domain_scores_codex":[0.9922336,0.00518787,0.0006230334,0.0004495809,0.001024703,0.0004812106],"domain_scores_gemma":[0.9814001,0.01038778,0.002519053,0.001700597,0.001920457,0.002072032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008504912,0.005551029,0.1426984,0.001923138,0.0001250849,0.00052699,0.01146293,0.0002707774,0.001851478,0.0005442518,0.01442848,0.8197669],"study_design_scores_gemma":[0.003337513,0.01876482,0.7893647,0.006063534,0.0006555099,0.00290972,0.03590145,0.004533203,0.005584338,0.004326655,0.1283091,0.0002493802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9374372,0.003541488,0.01109423,0.009538346,0.0002557269,0.007022026,0.000619897,0.0004887546,0.03000245],"genre_scores_gemma":[0.9415488,0.002143688,0.04382344,0.003579345,0.0002307161,0.005682155,0.0002501093,0.00002156393,0.002720145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01110291,"threshold_uncertainty_score":0.0587185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961055931732416,"score_gpt":0.2956454124734679,"score_spread":0.2560348531561437,"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."}}