{"id":"W4409698760","doi":"10.23736/s2724-6329.24.05068-x","title":"Driving ability after conscious sedation: a systematic review","year":2025,"lang":"en","type":"review","venue":"Minerva Dental and Oral Science","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sedation; Anesthesia; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007273916,0.001429395,0.007471205,0.006365401,0.0005177907,0.00258564,0.001513054,0.002036032,0.00469963],"category_scores_gemma":[0.03140713,0.0008462298,0.0060103,0.008467766,0.0008916432,0.002085554,0.001183647,0.001152287,0.000356374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132823,"about_ca_system_score_gemma":0.01068226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666351,"about_ca_topic_score_gemma":0.01779459,"domain_scores_codex":[0.9936047,0.002189281,0.002209018,0.0005003455,0.001291612,0.0002050197],"domain_scores_gemma":[0.9793689,0.01454253,0.004155273,0.0002837472,0.001427818,0.0002217237],"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":[0.0001093517,0.00000928475,0.0003143278,0.976604,0.004149411,0.00007405558,0.0001059921,0.00005181128,0.00008429802,0.000105964,0.0009283932,0.01746309],"study_design_scores_gemma":[0.0002271729,0.0001961583,0.003609481,0.9290559,0.05131024,0.0004120386,0.0002042663,0.00006290839,0.0001576559,0.0002447757,0.01448976,0.00002962917],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006838596,0.9983069,0.0001007191,0.0001836561,0.00008182984,0.0002389012,0.0002128614,0.000006133399,0.0001851777],"genre_scores_gemma":[0.01419976,0.9837419,0.0004863521,0.0004860816,0.00008587043,0.0006795529,0.0001830568,0.00000459731,0.0001328962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007471205,"threshold_uncertainty_score":0.0384686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471851597509371,"score_gpt":0.4481676648453186,"score_spread":0.4009825050943814,"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."}}