{"id":"W4413786647","doi":"10.1371/journal.pone.0330277","title":"Long-term neurological consequences following benzodiazepine exposure: A scoping review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living Society of British Columbia","funders":"","keywords":"Discontinuation; Benzodiazepine; Medicine; Pediatrics; Neurotoxicity; Intensive care medicine; Psychiatry; Internal medicine; Toxicity","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"],"consensus_categories":[],"category_scores_codex":[0.0005722487,0.0006272795,0.005038012,0.0002495615,0.0001240458,0.00003821741,0.000400039,0.0003886523,0.0002989911],"category_scores_gemma":[0.002083526,0.0004466742,0.001032874,0.0007766154,0.0001544142,0.00007759522,0.0002134825,0.0008269419,0.0001899779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004859798,"about_ca_system_score_gemma":0.0009404446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002490963,"about_ca_topic_score_gemma":0.000001639457,"domain_scores_codex":[0.9964592,0.0002309707,0.001228706,0.0008500608,0.0007013249,0.0005297015],"domain_scores_gemma":[0.9978638,0.0005828338,0.000413894,0.0008378624,0.00009450634,0.0002070633],"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":[0.000008937086,0.0006487765,0.0005133303,0.8664243,0.0005948987,0.001255564,0.000005416934,2.97059e-9,0.000003711787,0.00004110658,0.0001019236,0.1304021],"study_design_scores_gemma":[0.0003940339,0.0004891458,0.00004977182,0.9803894,0.01561793,0.0001361339,4.142507e-7,2.204921e-7,0.000005488254,0.000004647584,0.002541086,0.0003717022],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00039812,0.9923333,0.00000615158,0.0003421821,0.0002006067,0.004572066,0.0000286387,0.0001886309,0.001930302],"genre_scores_gemma":[0.00003150751,0.9961051,0.0003080549,0.001460798,0.0002716602,0.0005517633,0.0003595753,0.00004652577,0.0008650171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1300304,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640513444694215,"score_gpt":0.3780167085072448,"score_spread":0.2139653640378233,"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."}}