{"id":"W6908556086","doi":"10.32920/25413142","title":"Effect of Increasing Road Light Luminance on Night Driving Performance of Older Adults","year":2024,"lang":"en","type":"article","venue":"","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère des Transports","keywords":"Luminance; Light pollution; GLARE; Driving simulator; Poison control; Cognition; Night vision","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003126113,0.0002112417,0.0001924995,0.000151718,0.0001394236,0.0002476396,0.0000745814,0.0002817653,0.001028506],"category_scores_gemma":[0.001217935,0.00008515879,0.0002482332,0.00007239863,0.0001052373,0.0001552064,0.0001664032,0.00020244,0.0001813531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009133831,"about_ca_system_score_gemma":0.0001059839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760992,"about_ca_topic_score_gemma":0.002904162,"domain_scores_codex":[0.9998845,0.00003281565,0.0000157257,0.00001750341,0.00002373822,0.00002570792],"domain_scores_gemma":[0.9994245,0.0001199707,0.0001335277,0.00002523545,0.0001026894,0.0001941589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01105559,0.004437447,0.9055009,0.0001674728,0.0002677984,0.0003933247,0.001064468,0.00025273,0.04438605,0.00003074501,0.0003425606,0.03210093],"study_design_scores_gemma":[0.00004910438,0.007182527,0.9908062,0.00000520709,0.00005223651,0.00007928005,0.0001326667,0.00009100014,0.001433753,0.00000873331,0.0001550487,0.000004238057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997806,0.00004305369,0.00001106285,0.000008520636,0.000002317133,0.000002931185,0.00001708157,0.00000135226,0.0001331378],"genre_scores_gemma":[0.9996188,0.00004050288,0.00005830979,0.00002196149,0.000003682587,0.00000416559,0.00003547586,5.489616e-7,0.0002165552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760992,"threshold_uncertainty_score":0.003501534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008500942462494051,"score_gpt":0.3431656617825203,"score_spread":0.3346647193200263,"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."}}