{"id":"W2537440281","doi":"10.15453/2168-6408.1227","title":"Fitness-to-Drive Screening Measure©: Patterns and Trends for Canadian Users","year":2016,"lang":"en","type":"article","venue":"The Open Journal of Occupational Therapy","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Measure (data warehouse); Occupational therapy; Occupational science; Psychology; Gerontology; Applied psychology; Physical medicine and rehabilitation; Medicine; Computer science; Psychiatry; Data mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480774,0.0001259807,0.0002474567,0.0001926662,0.001005732,0.00003648998,0.0005372975,0.00005092632,0.000331092],"category_scores_gemma":[0.0002459825,0.00006200769,0.00006349715,0.0001264219,0.00004862892,0.0002801796,0.00007645814,0.000164994,0.000008141212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266738,"about_ca_system_score_gemma":0.0003800491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005407645,"about_ca_topic_score_gemma":0.05174815,"domain_scores_codex":[0.9986029,0.0002680857,0.0004196826,0.0001285096,0.0002626599,0.0003181364],"domain_scores_gemma":[0.997652,0.001041576,0.0003384227,0.0001601773,0.000591321,0.0002165317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008091623,0.00001868937,0.8551557,0.000007758945,0.0002706157,0.000002377484,0.004968164,0.00001587936,0.0002266425,0.0005809297,0.01731893,0.1206251],"study_design_scores_gemma":[0.002551172,0.0002067629,0.9656332,0.0004653551,0.00001535388,0.000006534869,0.0007489974,0.000006221422,0.0000392497,0.0004442551,0.02977751,0.0001054277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240005,0.0001701086,0.01489944,0.05808429,0.000700012,0.001050344,0.0002803048,0.000009734741,0.0008052702],"genre_scores_gemma":[0.9932833,0.0001275684,0.001758967,0.002869369,0.0004308478,0.00006743328,0.000002477712,0.00002366036,0.001436377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205197,"threshold_uncertainty_score":0.965555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2580892592429589,"score_gpt":0.4814643016630967,"score_spread":0.2233750424201378,"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."}}