{"id":"W4313060104","doi":"10.1007/978-3-030-62059-2_406","title":"Tranquilizer/Anxiolytics: Benzodiazepines (Long-Acting) – Chlordiazepoxide, Clorazepate, Diazepam, Ethyl Loflazepate, Flutoprazepam, Medazepam, Mexazolam, Nitrazepam, Oxazolam","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Centre for Addiction and Mental Health","funders":"","keywords":"Chlordiazepoxide; Tranquilizer; Nitrazepam; Anxiety; Oxazepam; Diazepam; Mood; Alprazolam; Psychology; Benzodiazepine; Psychiatry; Medicine; Internal medicine","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":[0.0001352114,0.001055365,0.0003901041,0.0007655352,0.0003801309,0.001297297,0.0005867268,0.0008397988,0.1451388],"category_scores_gemma":[0.000208651,0.0002621033,0.0003015326,0.0006920548,0.0002798385,0.001216669,0.0004846296,0.001542493,0.123106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402191,"about_ca_system_score_gemma":0.0003944302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583902,"about_ca_topic_score_gemma":0.005035564,"domain_scores_codex":[0.9999143,0.000009370681,0.000004486491,0.00001585214,0.00004738261,0.000008535701],"domain_scores_gemma":[0.9999245,0.0000243603,0.000006177873,0.000005823011,0.00002826863,0.00001082139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003744131,0.0001031647,0.00008089598,0.0003578269,0.000005221381,0.000114791,0.0001456276,0.0001819032,0.002704063,0.01239358,0.6567911,0.3270845],"study_design_scores_gemma":[0.000003320375,0.000009854455,0.0001505047,0.00006914904,0.000001261088,0.0001472846,0.0000134549,0.00004794887,0.0001979603,0.001195599,0.9981613,0.000002422324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006928766,0.03230327,0.002641806,0.001630514,0.002937429,0.0001008264,0.0007461749,0.0006054508,0.9583417],"genre_scores_gemma":[0.0009722256,0.007820971,0.001435974,0.0008688477,0.0002793613,0.00002996857,0.000307311,0.0000941386,0.9881913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1451388,"threshold_uncertainty_score":0.4855378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899245153860706,"score_gpt":0.2717660383132984,"score_spread":0.2427735867746914,"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."}}