{"id":"W2988165300","doi":"10.1093/geroni/igz038.2881","title":"USING SERIAL TRICHOTOMIZATION WITH NEUROPSYCH MEASURES TO INFORM DECISIONS ON FITNESS TO DRIVE AMONG OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Bruyère; Saint Paul University","funders":"","keywords":"Judgement; Test (biology); Neuropsychology; Clinical judgement; Indeterminate; Psychology; Sample (material); Medicine; Applied psychology; Physical medicine and rehabilitation; Psychiatry; Cognition; Family medicine","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":[0.004420891,0.0004588674,0.000410101,0.002601007,0.0003953518,0.0008636539,0.0004930924,0.0004109181,0.001086941],"category_scores_gemma":[0.01499514,0.0001962992,0.0004290728,0.001044602,0.0004043876,0.0007873902,0.0009117976,0.0005237013,0.0003025041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936386,"about_ca_system_score_gemma":0.0006938891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536513,"about_ca_topic_score_gemma":0.0108464,"domain_scores_codex":[0.9979965,0.0009964324,0.0003823982,0.000139646,0.0003711562,0.0001137689],"domain_scores_gemma":[0.9917991,0.002985826,0.002563573,0.0005029498,0.001751529,0.0003970697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002699447,0.0001435372,0.9748352,0.00004947211,0.00003874295,0.00007904993,0.0004460871,0.0002010122,0.0003697224,0.00004010965,0.000419056,0.02310797],"study_design_scores_gemma":[0.00004405432,0.001353696,0.9868459,0.00009842966,0.00005206136,0.0008384493,0.001554887,0.006903565,0.001217128,0.0004107937,0.0006486004,0.0000326064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994702,0.0002249113,0.00203057,0.0001407391,0.00002148305,0.0002031965,0.000234002,0.00004549011,0.00239751],"genre_scores_gemma":[0.994802,0.0001350971,0.004513147,0.00005186215,0.00001265173,0.0001165244,0.0001697439,0.000002722339,0.0001962073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004536513,"threshold_uncertainty_score":0.02338016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06188146349420757,"score_gpt":0.3962678948893183,"score_spread":0.3343864313951107,"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."}}