{"id":"W4405850171","doi":"10.2196/66695","title":"Digital Assessment of Cognitive Health in Outpatient Primary Care: Usability Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Preprint; Usability; Primary care; Cognition; Medicine; Psychology; Computer science; Family medicine; World Wide Web; Human–computer interaction; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0115414,0.0004297907,0.0008304794,0.0009512831,0.0007301015,0.001355484,0.0004888037,0.000645404,0.00136107],"category_scores_gemma":[0.03034151,0.0003371686,0.001026772,0.00069299,0.0005214196,0.000895855,0.001235052,0.000506221,0.0002476729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008597104,"about_ca_system_score_gemma":0.001010768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601903,"about_ca_topic_score_gemma":0.005575453,"domain_scores_codex":[0.9935002,0.004040234,0.0006929738,0.0005281304,0.0008744689,0.000363985],"domain_scores_gemma":[0.9773819,0.01532276,0.001822107,0.001302259,0.002886651,0.001284344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00387457,0.01547169,0.7982265,0.002324606,0.0007002611,0.001040752,0.04880797,0.0004036434,0.001994571,0.0001685561,0.003246363,0.1237405],"study_design_scores_gemma":[0.001457292,0.0255932,0.9458624,0.0004422076,0.0004483544,0.001110435,0.01710094,0.002614781,0.0006804793,0.0001358461,0.004450243,0.000103766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984217,0.0001329434,0.0001915839,0.00006642046,0.000008999927,0.0004821418,0.0001105752,0.00001099043,0.0005746905],"genre_scores_gemma":[0.9967647,0.0002508252,0.001657947,0.0001937258,0.00002346043,0.0006921375,0.0001787488,0.000008091563,0.0002305625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115414,"threshold_uncertainty_score":0.06103748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417941597114369,"score_gpt":0.4825898094417309,"score_spread":0.4284103934705872,"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."}}