{"id":"W4391429057","doi":"10.1371/journal.pone.0297575","title":"Validation of a web-based self-administered test for cognitive assessment in a Swedish geriatric setting","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Occupational Cancer Research Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Test (biology); Cognition; Cognitive test; Logistic regression; Dementia; Trail Making Test; Usability; Audiology; Physical therapy; Internal medicine; Cognitive impairment; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003410944,0.0006308889,0.0004316858,0.001431778,0.0003112354,0.000824971,0.0004038993,0.0004777545,0.0009512179],"category_scores_gemma":[0.01042484,0.0001833197,0.0006944222,0.0004546178,0.0003586797,0.0003676072,0.0006120819,0.0002742412,0.0005728495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372022,"about_ca_system_score_gemma":0.0005881273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872401,"about_ca_topic_score_gemma":0.00279287,"domain_scores_codex":[0.9978715,0.0009639591,0.0003363961,0.0001838186,0.0005534778,0.00009080334],"domain_scores_gemma":[0.9947333,0.00219971,0.0008846289,0.0004201995,0.001488092,0.0002740737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002110136,0.002498689,0.8762004,0.0002856713,0.0002969135,0.0007263214,0.002831136,0.001157473,0.009300759,0.0001105976,0.001103601,0.1033782],"study_design_scores_gemma":[0.000289015,0.008687095,0.9785755,0.0001028494,0.0001403103,0.002213786,0.00141372,0.003308336,0.003039439,0.0001176628,0.002059779,0.00005245314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978229,0.00009266635,0.001027953,0.00002303561,0.00002055266,0.0001954566,0.000137014,0.00003312974,0.0006472665],"genre_scores_gemma":[0.9922814,0.0002324333,0.005498982,0.00005535036,0.00003093866,0.0004561941,0.0007033533,0.00001662507,0.000724658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003410944,"threshold_uncertainty_score":0.01803905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170020929002249,"score_gpt":0.3428285980488466,"score_spread":0.3011283887588241,"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."}}