{"id":"W4391729587","doi":"10.7759/cureus.53252","title":"Benzodiazepine Consumption, Functionality, Cognition, and Somnolence in Older Adults at a Tertiary Care Psychiatric Hospital in Mexico City","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Somnolence; Benzodiazepine; Cognition; Epworth Sleepiness Scale; Medical prescription; Psychiatry; Population; Medicine; Gerontology; Cognitive decline; Psychology; Adverse effect; Environmental health; Dementia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002441488,0.0001548466,0.0001782038,0.0006023358,0.0007635455,0.0004181801,0.0002275312,0.0002639619,0.001323407],"category_scores_gemma":[0.0006838591,0.0001562056,0.0001709241,0.0005629422,0.0001672416,0.0002392474,0.0004189271,0.0002897238,0.00008624728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008658078,"about_ca_system_score_gemma":0.0006608536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06396729,"about_ca_topic_score_gemma":0.1050527,"domain_scores_codex":[0.9998835,0.00001957101,0.00001598369,0.00001948387,0.0000209887,0.00004043235],"domain_scores_gemma":[0.9996502,0.00003294434,0.00018363,0.00001106473,0.00004260542,0.00007943407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003104222,0.00004601932,0.9985791,0.0000117467,0.00001050787,0.00009082805,0.0002241726,0.000007106581,0.00008172291,0.000005091487,0.00009589356,0.0008166923],"study_design_scores_gemma":[0.000003141947,0.00004183346,0.999102,0.000009018676,0.000007812297,0.00007874001,0.0006473325,0.00002081778,0.00001196051,0.000002094182,0.00007417837,0.000001140221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995956,0.00008871283,0.000006148566,0.00005536375,0.000002027441,0.000004803167,0.000101355,8.025473e-7,0.000145294],"genre_scores_gemma":[0.9994838,0.000176332,0.00002586715,0.00004276461,0.000007048288,0.00000700965,0.0001362605,3.445618e-7,0.0001204748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06396729,"threshold_uncertainty_score":0.1271899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008198445112794968,"score_gpt":0.2724062091243222,"score_spread":0.2642077640115272,"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."}}