{"id":"W2253809704","doi":"10.1136/jnnp-2015-310921","title":"Utility of the MOCA as a cognitive predictor for fitness to drive","year":2015,"lang":"en","type":"letter","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Computer science; Cognitive impairment; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001485144,0.0006411706,0.001899735,0.0005207006,0.0005807516,0.00001253569,0.001104382,0.001339906,0.00009219314],"category_scores_gemma":[0.00659838,0.0004475362,0.001011929,0.0004761264,0.0004602991,0.0001318483,0.0005210084,0.007555889,0.00003386357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000353987,"about_ca_system_score_gemma":0.003020828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001801362,"about_ca_topic_score_gemma":0.0001006281,"domain_scores_codex":[0.9916202,0.002982225,0.002616958,0.0007016301,0.001010664,0.001068292],"domain_scores_gemma":[0.9854627,0.006685763,0.004250663,0.0008334977,0.002519718,0.0002476848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006616627,0.0001191879,0.323207,0.0005179292,0.0002147825,0.00007333655,0.0005313758,0.000002250317,0.00001358842,0.000003723887,0.6746096,0.00004561637],"study_design_scores_gemma":[0.001945165,0.001855694,0.435938,0.001225765,0.0007137203,0.000302844,0.0002136787,0.000009563571,0.0000111162,0.00230159,0.5551159,0.0003669075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.404943,0.0001946199,0.00003726026,0.5561834,0.03629949,0.001485692,0.0004790757,0.00003025637,0.0003472087],"genre_scores_gemma":[0.146965,0.00006210619,0.00005874487,0.8399976,0.01118252,0.000143934,0.0000129796,0.0001760738,0.001400997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2838142,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05947064228465001,"score_gpt":0.3828250890238153,"score_spread":0.3233544467391654,"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."}}