{"id":"W2011915314","doi":"10.1016/j.janxdis.2008.10.003","title":"Benzodiazepine and antidepressant use in elderly patients with anxiety disorders: A survey of 796 outpatients in Japan","year":2008,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Benzodiazepine; Anxiety; Antidepressant; Medical prescription; Psychiatry; Neuroticism; Psychology; Anxiety disorder; Concomitant; Medicine; Internal medicine; Pharmacology","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":[0.0006061398,0.0004667667,0.0008528389,0.001091225,0.0001010385,0.00003507248,0.0003733523,0.0002418302,0.00009550871],"category_scores_gemma":[0.0007791084,0.000382028,0.0001552451,0.001891131,0.0003743834,0.0009196947,0.00009161904,0.0005929536,0.000004798614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007678446,"about_ca_system_score_gemma":0.0001149236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004002244,"about_ca_topic_score_gemma":0.007146432,"domain_scores_codex":[0.9964032,0.0004442514,0.00122333,0.0006045144,0.000719308,0.0006054488],"domain_scores_gemma":[0.9972,0.0003982276,0.001144773,0.0003918449,0.0006482548,0.0002169268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00176691,0.003809695,0.8965129,0.00004286136,0.0001824333,0.000005521505,0.003189415,0.00004533532,0.000005093502,0.000004519176,0.0006618451,0.09377351],"study_design_scores_gemma":[0.01099302,0.001810333,0.983349,0.0002044141,0.00005027898,0.00001944469,0.001063109,0.0000119426,0.00001295171,0.0001175514,0.001981794,0.0003862042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949879,0.003126468,0.0002587795,0.00007314653,0.0004174339,0.0005985126,0.0001338477,0.00001438632,0.000389512],"genre_scores_gemma":[0.9376518,0.06159421,0.0004719218,0.00006951413,0.00002770406,0.00002052827,0.00005302168,0.00006324689,0.00004811471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09338731,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479217134185185,"score_gpt":0.2797890276600971,"score_spread":0.2549968563182453,"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."}}