{"id":"W2601043268","doi":"10.1017/s1041610217000242","title":"Development of a decision-making tool for reporting drivers with mild dementia and mild cognitive impairment to transportation administrators","year":2017,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Automobile Insurance Corporation; University Health Network; Western University; Baycrest Hospital; Providence Health Care; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; McMaster University","funders":"","keywords":"Dementia; Delphi method; Guideline; Autonomy; Focus group; Cognition; Delphi; Qualitative research; Cognitive impairment; MEDLINE; Nursing; Psychology; Human factors and ergonomics; Applied psychology; Medicine; Medical education; Poison control; Medical emergency; Computer science; Business; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006727703,0.0001548725,0.0002307545,0.0001537895,0.0008740147,0.00003346237,0.0002056274,0.00006825827,0.00003002596],"category_scores_gemma":[0.00092964,0.0001372829,0.00005070947,0.00006847055,0.00004185427,0.0001596481,0.00004897541,0.0001141202,0.000004264244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009269669,"about_ca_system_score_gemma":0.000217643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001524431,"about_ca_topic_score_gemma":0.0009785324,"domain_scores_codex":[0.9978419,0.00001786196,0.001145223,0.0003629772,0.0003934646,0.0002385839],"domain_scores_gemma":[0.9968234,0.0004332227,0.001853226,0.0001755987,0.0006484868,0.00006600947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005288051,0.00009466542,0.9785488,0.0001445506,0.0003853853,0.000006433895,0.008515636,0.000007496499,0.00008653178,0.0001751543,0.001046474,0.01046005],"study_design_scores_gemma":[0.001828822,0.0001229424,0.9914412,0.001375004,0.00008554231,0.000001021203,0.002557193,0.00002588786,0.0001179448,0.0001994438,0.002068568,0.0001764238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660013,0.00001668802,0.030909,0.0005048086,0.0009657432,0.00112639,0.0001262887,0.00002453161,0.0003252174],"genre_scores_gemma":[0.9106781,0.0000127989,0.08872543,0.0001395119,0.0001170627,0.0002321647,0.00002102415,0.00001950664,0.00005434603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05781643,"threshold_uncertainty_score":0.6722304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401655217414833,"score_gpt":0.4451261625313489,"score_spread":0.3911096103572006,"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."}}