{"id":"W4290997327","doi":"10.1177/00084174221117708","title":"Clinical Tests Predicting On-Road Performance in Older Drivers with Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; St Joseph's Health Centre; University of Saskatchewan","funders":"","keywords":"Cognitive Assessment System; Cognition; Cognitive impairment; Poison control; Psychology; Medicine; Medical emergency; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009913609,0.0004171815,0.000281507,0.001890346,0.0004430123,0.0007433178,0.0003555798,0.0004770008,0.001098842],"category_scores_gemma":[0.004399728,0.0001206225,0.0002802054,0.0008518915,0.0002930117,0.0004058635,0.0004175643,0.0003651307,0.0003601163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074452,"about_ca_system_score_gemma":0.0006901523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242122,"about_ca_topic_score_gemma":0.03497151,"domain_scores_codex":[0.9995962,0.00008465043,0.00006675709,0.00005801804,0.0001173677,0.00007700617],"domain_scores_gemma":[0.9973658,0.0003615356,0.001124359,0.00006303914,0.0007081958,0.0003771491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000626795,0.00004189898,0.9976909,0.00001014183,0.00001364607,0.0000271054,0.00003880203,0.00004331372,0.00003179944,0.000006346908,0.0001180122,0.001915398],"study_design_scores_gemma":[0.000004665478,0.0001506135,0.9990104,0.0000196271,0.00001434139,0.0001504367,0.0001691645,0.0001926787,0.00007714704,0.00003341345,0.0001741695,0.000003490012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997929,0.0004984987,0.00007064588,0.00005126033,0.00001012672,0.00002703085,0.0004042024,0.000006317741,0.00100282],"genre_scores_gemma":[0.9991426,0.0001506223,0.0001208411,0.00002306879,0.000006935667,0.00001397499,0.0003790361,9.144518e-7,0.0001619356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242122,"threshold_uncertainty_score":0.04458141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156684963667938,"score_gpt":0.4668349254653978,"score_spread":0.3101499617974598,"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."}}