{"id":"W2097117136","doi":"","title":"Approach to assessing fitness to drive in patients with cardiac and cognitive conditions.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Dementia; Cognition; Affect (linguistics); Medicine; Intensive care medicine; Physical fitness; Psychology; Physical therapy; Psychiatry; Disease","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":[0.000348842,0.0001382389,0.0002651264,0.0001636323,0.0003957965,0.00002446291,0.00007419064,0.00008396353,0.000005328232],"category_scores_gemma":[0.0007078959,0.0001124175,0.00001463261,0.0003045939,0.00006880387,0.0001740739,0.0001623977,0.0004531712,0.00002125029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005581184,"about_ca_system_score_gemma":0.00004433796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009955803,"about_ca_topic_score_gemma":0.0005672715,"domain_scores_codex":[0.9985662,0.0001614186,0.0002071245,0.0003371881,0.0001931332,0.0005349245],"domain_scores_gemma":[0.9988998,0.0004028682,0.00006641716,0.0001527705,0.0002571872,0.0002210016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001527952,0.00008812319,0.9860442,0.00004795772,0.00002962306,4.40074e-7,0.004700141,0.000001043232,0.000002453803,0.00004659428,0.0007318002,0.008292402],"study_design_scores_gemma":[0.001001484,0.00001721178,0.9955658,0.0000965114,0.00002658018,7.607728e-8,0.002755324,0.000001434567,0.00001045603,0.00002979633,0.0003385488,0.0001567949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865046,0.000005439838,0.0001020039,0.000477642,0.0004448297,0.003657418,0.00007855395,0.00005257672,0.008676962],"genre_scores_gemma":[0.9907022,5.835599e-7,0.0004566503,0.0006704219,0.00009527795,0.007738202,0.00002884041,0.000023669,0.0002842311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00952164,"threshold_uncertainty_score":0.4584251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688968557933132,"score_gpt":0.3310073976120527,"score_spread":0.3041177120327214,"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."}}