{"id":"W2031236257","doi":"10.2174/1381612023396636","title":"The Experimental Pharmacotherapy of Benzodiazepine Withdrawal","year":2002,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Sleep and related disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pharmacotherapy; Benzodiazepine; Medicine; Pharmacology; Internal medicine; Receptor","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004948698,0.0007024049,0.001274126,0.0001721439,0.0002218542,0.00004515817,0.0009026696,0.0003940635,0.006094938],"category_scores_gemma":[0.00002408317,0.0004310278,0.0008304555,0.0005191152,0.0005783655,0.00005320664,0.00007886196,0.001351939,0.001389622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008832279,"about_ca_system_score_gemma":0.00009328769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001431829,"about_ca_topic_score_gemma":2.99556e-8,"domain_scores_codex":[0.995791,0.001250179,0.001094176,0.0006469279,0.0004289574,0.0007888108],"domain_scores_gemma":[0.9976258,0.001010824,0.0004406056,0.0005639805,0.00005278988,0.000305953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009270182,0.001274964,4.606376e-7,0.0007688781,0.001538315,0.00001329381,0.0002080774,9.957481e-7,0.000007454743,0.001071223,0.03765545,0.9573682],"study_design_scores_gemma":[0.001881234,0.0001720425,1.11833e-7,0.001320517,0.00184759,0.00003636967,0.00003891101,0.00008711281,0.00009985528,0.000025066,0.9940205,0.0004707032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001054298,0.9873067,0.0009280963,0.00003308316,0.006048765,0.001898944,0.00003893164,0.00009908294,0.003645335],"genre_scores_gemma":[0.00004145758,0.9981267,0.00004300361,0.00005172919,0.0004362468,0.0005004656,0.00003836478,0.0001202824,0.0006416852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568975,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169469829380854,"score_gpt":0.4845798172851682,"score_spread":0.2676328343470828,"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."}}