{"id":"W3127429234","doi":"10.1080/0164212x.2021.1877593","title":"Driving Simulator, Virtual Reality, and On-Road Interventions for Driving-Related Anxiety: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Occupational Therapy in Mental Health","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Anxiety; Driving simulator; Distress; Rehabilitation; Applied psychology; Psychology; Driver rehabilitation; Clinical psychology; Simulation; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004318342,0.0007382257,0.004654138,0.0003914122,0.001306055,0.00003241168,0.0003630639,0.0003865393,0.0001453578],"category_scores_gemma":[0.001042942,0.0005985951,0.0009343573,0.0006420884,0.00009280874,0.0001334074,0.0002622718,0.001174638,0.00005113663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771314,"about_ca_system_score_gemma":0.001386865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009560693,"about_ca_topic_score_gemma":0.0009423254,"domain_scores_codex":[0.9896395,0.004122041,0.003867761,0.0009365844,0.0006309302,0.000803171],"domain_scores_gemma":[0.9936936,0.003007487,0.002161185,0.000671993,0.0002267949,0.0002389042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009215413,0.0003480158,0.001216048,0.9072406,0.0004936071,0.000001398843,0.0008758882,0.000001533775,2.014103e-8,0.001009255,0.004952512,0.08385188],"study_design_scores_gemma":[0.001018569,0.0004777116,0.0009514541,0.9193158,0.0002242803,0.000009573935,0.0003075639,0.00005199646,8.619426e-9,0.00007399582,0.07715339,0.0004156581],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009616491,0.980096,0.00006630792,0.001467491,0.001004646,0.01651483,0.0005791507,0.0001040159,0.00007140219],"genre_scores_gemma":[0.0003627643,0.9902732,0.0001063931,0.001855934,0.0001466609,0.004801857,0.001507743,0.0001265445,0.0008188713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08343622,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188882643247919,"score_gpt":0.550803284147188,"score_spread":0.3319150198223962,"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."}}