{"id":"W4308591117","doi":"10.1186/s13195-022-01109-1","title":"Driving assessment in preclinical Alzheimer’s disease: progress to date and the path forward","year":2022,"lang":"en","type":"review","venue":"Alzheimer s Research & Therapy","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Disease; Neuroscience; Biomarker; Psychology; Cognition; Alzheimer's disease; Cognitive aging; Cognitive decline; Medicine; Dementia; Biology; Pathology","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":[0.003222823,0.001008564,0.003063072,0.003036726,0.0002621126,0.001651303,0.001143408,0.001386168,0.002476841],"category_scores_gemma":[0.005418855,0.0003322161,0.001881345,0.0024843,0.0005249087,0.001489579,0.000722577,0.001342023,0.0007882171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068701,"about_ca_system_score_gemma":0.002469319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00458165,"about_ca_topic_score_gemma":0.006917187,"domain_scores_codex":[0.9991993,0.0002516403,0.0001968682,0.0001156867,0.0001904699,0.00004605642],"domain_scores_gemma":[0.9963471,0.002329187,0.0003940345,0.00005331871,0.000804857,0.00007153316],"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":[0.0001743681,0.00005390103,0.0007309945,0.0942061,0.0004769043,0.00005041253,0.0001049139,0.000146481,0.0001555286,0.0008135433,0.00655875,0.8965281],"study_design_scores_gemma":[0.0001784768,0.0007666422,0.01525345,0.2807661,0.005923906,0.002309895,0.0009726205,0.0003813916,0.0006308212,0.004215023,0.6884847,0.0001170341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006180058,0.9996532,0.00002341113,0.00009622053,0.00003649477,0.000003035055,0.00001071546,0.00000129435,0.0001138549],"genre_scores_gemma":[0.001021028,0.9986606,0.0001051299,0.00007240439,0.00005961647,0.000007620326,0.00002022951,7.18856e-7,0.00005265276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00458165,"threshold_uncertainty_score":0.01704413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4705057058276472,"score_gpt":0.6164190048092324,"score_spread":0.1459132989815852,"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."}}