{"id":"W4312934113","doi":"10.2196/42416","title":"Remote Cognitive Screening Of Healthy Older Adults for Primary Care With the MyCog Mobile App: Iterative Design and Usability Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Usability; Cognition; Workflow; Primary care; Medicine; Stakeholder; Fidelity; Psychology; Medical education; Family medicine; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01842954,0.0001890285,0.0004320292,0.000245145,0.003977863,0.00001596488,0.0002557236,0.0001114246,0.0001341626],"category_scores_gemma":[0.0003667321,0.0001279782,0.00005211678,0.0007955516,0.0003287704,0.0003008045,0.000312929,0.001917048,0.000007291628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538133,"about_ca_system_score_gemma":0.003397546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004477783,"about_ca_topic_score_gemma":0.0001731153,"domain_scores_codex":[0.9819101,0.01417838,0.0007459184,0.0004538618,0.001643002,0.001068717],"domain_scores_gemma":[0.9851145,0.01043751,0.0004737242,0.000342014,0.003459625,0.0001726927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01366125,0.0002418934,0.002996256,0.01137205,0.0001177728,9.069509e-7,0.6846041,0.0002042988,0.00004296167,0.0001738245,0.004170399,0.2824143],"study_design_scores_gemma":[0.01161205,0.01623169,0.02957274,0.002955534,0.00004102245,0.0000106814,0.8861944,0.04854448,0.0001477101,0.0003131364,0.004029941,0.0003466233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033449,0.002347107,0.04337136,0.0009719311,0.000126429,0.04763458,0.0003899045,0.0000531663,0.001760641],"genre_scores_gemma":[0.9746494,0.00003525188,0.001081948,0.0002913582,0.00008745065,0.02344962,0.0002373598,0.00003641087,0.0001312206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820677,"threshold_uncertainty_score":0.9973188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314962996977936,"score_gpt":0.5197148148779819,"score_spread":0.3882185151801882,"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."}}