{"id":"W7117739282","doi":"10.1002/hup.70031","title":"Anxiolytic Medication Use in Low‐ Middle‐ and High‐Income Countries: A World Mental Health Surveys Report","year":2025,"lang":"en","type":"article","venue":"Human Psychopharmacology Clinical and Experimental","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Executive Agency for Health and Consumers; Pfizer Foundation; U.S. Public Health Service; Bristol-Myers Squibb; Eli Lilly and Company; Ministerio de Salud de la Nación; Pan American Health Organization; Fundação de Amparo à Pesquisa do Estado de São Paulo; Universidad CES; European Commission; World Health Organization; GlaxoSmithKline; Fogarty International Center; National Institute of Mental Health; Pfizer","keywords":"Anxiolytic; Anxiety; Medical prescription; Anti-Anxiety Agents; Mental health; Pharmacotherapy; Intervention (counseling); Antidepressant","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008798699,0.0002244603,0.0002304028,0.001041855,0.0002270165,0.0005272892,0.0002330563,0.0002561805,0.001258288],"category_scores_gemma":[0.001798122,0.0001895371,0.0004111344,0.001902491,0.0002673795,0.0005251832,0.000759181,0.0003464656,0.0002763117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171068,"about_ca_system_score_gemma":0.000281822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006761,"about_ca_topic_score_gemma":0.01106356,"domain_scores_codex":[0.9994091,0.0002266577,0.0001079374,0.00006169353,0.00009334226,0.0001013315],"domain_scores_gemma":[0.998291,0.0002138016,0.0009226,0.00007066962,0.000256782,0.0002451523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001868531,0.00002076188,0.9962673,0.00007341579,0.00006718911,0.00002880229,0.0002902405,0.00002180226,0.00007138091,0.00001670693,0.0007052441,0.002418528],"study_design_scores_gemma":[0.000001930026,0.00001786071,0.9990609,0.00001635387,0.00001241703,0.00004146945,0.0005383007,0.00002017776,0.00002416784,0.000003901251,0.0002603623,0.000002224062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898453,0.00126879,0.00009657873,0.0003069842,0.00001840813,0.00003819542,0.0063946,0.000009755938,0.002021322],"genre_scores_gemma":[0.9965964,0.0007529475,0.0001179878,0.0001372749,0.00001468236,0.00003710016,0.002188129,0.000001665127,0.0001537599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006761,"threshold_uncertainty_score":0.02001804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443655691560618,"score_gpt":0.4429373827177457,"score_spread":0.3985008258021396,"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."}}