{"id":"W2946283752","doi":"10.1177/1039856219848828","title":"The process of determining driving safety in people with dementia: A review of the literature and guidelines from 5 English speaking countries","year":2019,"lang":"en","type":"review","venue":"Australasian Psychiatry","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Compromise; Process (computing); Occupational safety and health; Advisory committee; Human factors and ergonomics; Gold standard (test); Systematic review; Psychology; Medicine; MEDLINE; Medical education; Poison control; Nursing; Medical emergency; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001070428,0.0005267686,0.002086134,0.0001010329,0.0005035989,0.00002819837,0.0007234524,0.0003477594,0.00002039608],"category_scores_gemma":[0.0008112674,0.0002586924,0.0002440829,0.0007655013,0.000178305,0.0001560431,0.0003099646,0.001365228,0.000002512149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000641158,"about_ca_system_score_gemma":0.001218456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006183771,"about_ca_topic_score_gemma":0.007798361,"domain_scores_codex":[0.9956109,0.0006762787,0.002232866,0.0005241783,0.0004459965,0.0005097912],"domain_scores_gemma":[0.9949095,0.001069318,0.002467593,0.0008917116,0.0006137906,0.00004811201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006654454,0.00002111345,0.5197572,0.4440032,0.000382435,8.349458e-7,0.01024769,4.032397e-7,1.306773e-8,0.00008074885,0.001786144,0.02371367],"study_design_scores_gemma":[0.0003137967,0.00002936572,0.02750612,0.7724168,0.00118072,0.000004378864,0.00251499,6.757385e-7,4.804029e-8,0.00005150454,0.1957523,0.0002292813],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001098676,0.9927489,0.000002616196,0.001177932,0.001827839,0.002509496,0.0001258217,0.00002510514,0.0004836195],"genre_scores_gemma":[0.001504954,0.9969762,0.0004348392,0.000203304,0.0004544168,0.0001548267,0.00002224346,0.0000686487,0.0001805582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.492251,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008021202912615,"score_gpt":0.4021654900576652,"score_spread":0.372085278028539,"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."}}