{"id":"W4390198847","doi":"10.1002/alz.082225","title":"Are Digital Markers of Everyday Driving Comparable to Fluid Biomarkers in Identifying Preclinical Alzheimer Disease?","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute","funders":"","keywords":"Receiver operating characteristic; Biomarker; Medicine; Positron emission tomography; Cerebrospinal fluid; Apolipoprotein E; Internal medicine; Disease; Psychology; Oncology; Pathology; Nuclear medicine; Biology","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":[0.004939804,0.0007376802,0.0006280883,0.001186701,0.0001866677,0.002854158,0.0005210891,0.001138074,0.001019317],"category_scores_gemma":[0.01776096,0.0002419097,0.0005152365,0.0009370579,0.0006821758,0.001854583,0.0005671724,0.0005933003,0.0003661128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467303,"about_ca_system_score_gemma":0.0002119441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332971,"about_ca_topic_score_gemma":0.001578067,"domain_scores_codex":[0.9982852,0.0008379513,0.0001737641,0.0003173978,0.0002861962,0.00009940574],"domain_scores_gemma":[0.991148,0.004232238,0.002023173,0.000849144,0.001392024,0.0003554667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002267806,0.0003165244,0.874982,0.0002015434,0.0007938807,0.0001073358,0.0001720737,0.005969234,0.004806128,0.0003723238,0.0009246899,0.1090865],"study_design_scores_gemma":[0.0001214796,0.002257297,0.8778524,0.0003199851,0.0008042311,0.0007461107,0.0006702825,0.1009894,0.007485211,0.004611718,0.004023453,0.0001184358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853716,0.0037353,0.006123135,0.0007472656,0.0001843144,0.00004803389,0.0005249596,0.0001004728,0.00316489],"genre_scores_gemma":[0.9956084,0.0006028677,0.002989754,0.0001689033,0.00009647437,0.000017493,0.0002733541,0.00000837867,0.0002343345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004939804,"threshold_uncertainty_score":0.02612454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313117928489463,"score_gpt":0.4218750566803253,"score_spread":0.2905632638313791,"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."}}