{"id":"W3090821640","doi":"10.4088/jcp.20m13283","title":"Coprescribed Benzodiazepines in Older Adults Receiving Antidepressants for Anxiety and Depressive Disorders","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Generalized anxiety disorder; Anxiety; Major depressive disorder; Psychiatry; Dropout (neural networks); Clinical trial; Anxiety disorder; Medicine; Clinical psychology; Depression (economics); Depressive symptoms; Psychology; Internal medicine; Cognition","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":[0.00235694,0.0002517788,0.0007429984,0.0006280791,0.0003539553,0.0004515344,0.0003049007,0.0004820197,0.0009106294],"category_scores_gemma":[0.009757335,0.0002226389,0.001149385,0.0008567655,0.0001835529,0.000363016,0.0004559126,0.0005651572,0.00007706185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881535,"about_ca_system_score_gemma":0.0004480605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003485478,"about_ca_topic_score_gemma":0.008806009,"domain_scores_codex":[0.9977949,0.0007514147,0.0005239915,0.000285824,0.0005372275,0.0001066638],"domain_scores_gemma":[0.990127,0.001642264,0.006957788,0.0003193493,0.0005958105,0.0003578399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00195842,0.0002955113,0.9795944,0.0003894001,0.00113938,0.00007629509,0.0001729407,0.00004621225,0.0003894974,0.00001394407,0.0001466201,0.01577723],"study_design_scores_gemma":[0.0000987513,0.0007086009,0.9983499,0.00005796992,0.0002792525,0.0001307601,0.00006916566,0.00006509465,0.0000569978,0.000009857766,0.0001702213,0.000003471537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953865,0.003640668,0.0001019111,0.00009754182,0.00002026037,0.00005922945,0.0003329981,0.000003642316,0.0003571889],"genre_scores_gemma":[0.9978403,0.001067419,0.0002934958,0.0001700332,0.00005325306,0.00005539101,0.000385516,0.000001363704,0.0001332572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003485478,"threshold_uncertainty_score":0.01246488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985485738557566,"score_gpt":0.3961444438853399,"score_spread":0.3462895864997643,"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."}}