{"id":"W4401514324","doi":"10.2196/57402","title":"Toward Safe and Confident Silver Drivers: Interview Study Investigating Older Adults’ Driving Practices","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Perception; Psychology; Population; Successful aging; Gerontology; Applied psychology; Medicine; Social psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001382041,0.00032532,0.0004347313,0.0002105444,0.0008394885,0.0001789013,0.000219177,0.000100962,0.0004130536],"category_scores_gemma":[0.0008765807,0.0002782518,0.00007365234,0.0003307944,0.0001183037,0.0007576926,0.0008456803,0.001114398,0.000290763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865367,"about_ca_system_score_gemma":0.0001428354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005498672,"about_ca_topic_score_gemma":0.001428813,"domain_scores_codex":[0.9967272,0.0007900359,0.0006958207,0.0007595581,0.0004028215,0.0006245547],"domain_scores_gemma":[0.9972427,0.001671268,0.0004185873,0.0003414802,0.0001521657,0.0001738102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002000392,0.00008181871,0.7325654,0.003167825,0.0001990684,0.00007965474,0.2438564,0.00000174983,0.0001141931,0.00006666359,0.006984458,0.01288075],"study_design_scores_gemma":[0.001218123,0.0001253262,0.6817868,0.02410221,0.0001823924,0.00001205393,0.2800414,0.001338272,0.00002483628,0.0001259138,0.01053968,0.0005029675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847022,0.002847105,0.0001184278,0.005626801,0.001268622,0.002141435,0.000004369756,0.0005363839,0.00275461],"genre_scores_gemma":[0.9958314,0.0001773812,0.0002774831,0.0008352978,0.0004446449,0.000316297,0.000003836609,0.00006478537,0.002048844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05077857,"threshold_uncertainty_score":0.999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013536437895785,"score_gpt":0.4444343195110795,"score_spread":0.343080675721501,"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."}}