{"id":"W4409717386","doi":"10.1016/j.jsr.2025.03.006","title":"Two programs, too many names? A critical review of ride-sharing and safe-ride programs as alternatives to impaired driving","year":2025,"lang":"en","type":"review","venue":"Journal of Safety Research","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Poison control; Human factors and ergonomics; Transport engineering; Injury prevention; Suicide prevention; Computer security; Engineering; Occupational safety and health; Computer science; Aeronautics; Medical emergency; Medicine","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01710698,0.0006745038,0.004709722,0.001246237,0.001071739,0.0001002235,0.001651267,0.0003585885,0.0001392912],"category_scores_gemma":[0.02523968,0.0004876187,0.0008829448,0.001911552,0.0005552931,0.0003456092,0.003139245,0.005473511,0.00007408769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043273,"about_ca_system_score_gemma":0.003313066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871959,"about_ca_topic_score_gemma":0.0001487466,"domain_scores_codex":[0.9865443,0.004013339,0.004441199,0.0008209146,0.002462388,0.001717863],"domain_scores_gemma":[0.9854348,0.007277579,0.001532912,0.0008884002,0.004105109,0.0007612294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004748438,0.0002668332,0.003985737,0.3303903,0.0005605979,0.0001400497,0.0007607553,7.510621e-8,5.856048e-7,0.0007310656,0.002345523,0.660771],"study_design_scores_gemma":[0.0004196903,0.0006544284,0.0003920897,0.5748264,0.0003949373,0.00009409904,0.0006328744,0.000002871215,3.216062e-7,0.0002972906,0.422037,0.0002480622],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001731002,0.9847096,0.00006805841,0.005417115,0.0006088904,0.005630629,0.00002712677,0.00004061411,0.003324931],"genre_scores_gemma":[0.0001445405,0.9923922,0.002386933,0.0001888428,0.0007747118,0.0004935873,0.00001242906,0.0000987569,0.003508026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6605229,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2849905376430609,"score_gpt":0.6069601908416421,"score_spread":0.3219696531985812,"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."}}