{"id":"W4308971801","doi":"10.3390/geriatrics7060126","title":"Driving Cessation: What Are Family Members’ Experiences and What Do They Think about Driving Simulators?","year":2022,"lang":"en","type":"article","venue":"Geriatrics","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Bruyère; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa; Carleton University","keywords":"Medicine; Anxiety; Context (archaeology); Disappointment; Driving simulator; Cognition; Mental health; Coping (psychology); Applied psychology; Psychiatry; Psychology; Social psychology; Simulation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001285312,0.0003463525,0.0004990772,0.0002434398,0.004806309,0.0005870935,0.0004704635,0.0001586738,0.0004212007],"category_scores_gemma":[0.000520571,0.0003243657,0.00009736561,0.0005788636,0.0001003773,0.002703449,0.001485112,0.0008840921,0.00003054884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087958,"about_ca_system_score_gemma":0.0001696898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026816,"about_ca_topic_score_gemma":0.0004821502,"domain_scores_codex":[0.9961798,0.0007586481,0.0007089209,0.0007124668,0.0008384124,0.0008017746],"domain_scores_gemma":[0.9968651,0.00153843,0.000625168,0.0005787204,0.0002092615,0.0001833454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008985139,0.00006366623,0.5186913,0.0002083599,0.00006851868,0.00002147317,0.464964,0.000671242,0.00003950301,0.0002270603,0.005808352,0.009227597],"study_design_scores_gemma":[0.0005880243,0.00005352167,0.1790007,0.0004505499,0.00004478365,0.000003059069,0.7986071,0.000352423,0.000004278666,0.00065582,0.0198442,0.0003955464],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699135,0.01928915,0.00006854398,0.001730631,0.007338896,0.0007562214,0.000006406678,0.0003064964,0.0005901466],"genre_scores_gemma":[0.979441,0.01761574,0.0002603289,0.00108688,0.0006940819,0.000415578,0.000009949145,0.00006058371,0.000415806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396906,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219058219987926,"score_gpt":0.3402098921078132,"score_spread":0.3080193099079339,"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."}}