{"id":"W4393863038","doi":"10.1016/j.apmr.2024.02.216","title":"The relative contribution of environmental factors and human factors on driving cessation among older people in South Korea","year":2024,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Traffic Injury Research Foundation","funders":"","keywords":"Environmental health; Older people; Geography; Psychology; Socioeconomics; Medicine; Gerontology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000401953,0.0003375137,0.0003302453,0.000835458,0.0006736549,0.0007463795,0.0003640626,0.0003886811,0.001134198],"category_scores_gemma":[0.0009239643,0.0003825931,0.0009933572,0.001057598,0.0002957004,0.0005816308,0.0007485067,0.0006573037,0.0001012768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776446,"about_ca_system_score_gemma":0.0009092729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03447844,"about_ca_topic_score_gemma":0.07790961,"domain_scores_codex":[0.999638,0.00005731094,0.00007453422,0.0000742913,0.00004722554,0.000108749],"domain_scores_gemma":[0.9992594,0.0001208205,0.0002359845,0.00003821843,0.0001294265,0.0002161106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004039623,0.00004117546,0.9983577,0.00001290028,0.00007356465,0.00007273493,0.0002959621,0.00001280868,0.000108719,0.0000138653,0.00002569904,0.0009443668],"study_design_scores_gemma":[0.000001383743,0.00002276358,0.9984527,0.000006327238,0.00004434893,0.000043122,0.001285314,0.00003984689,0.00001168498,0.00000948711,0.00008019838,0.000002859047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992773,0.000281874,0.0000249744,0.00005340319,0.000005510451,0.000003694736,0.00007337382,7.157991e-7,0.0002791528],"genre_scores_gemma":[0.9995347,0.0001457913,0.00002434028,0.00002822626,0.000005310369,0.000003065771,0.00007696547,8.496759e-7,0.0001807929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03447844,"threshold_uncertainty_score":0.06855553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123463645466069,"score_gpt":0.3314267744141341,"score_spread":0.3190804098675272,"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."}}