{"id":"W4313729268","doi":"10.1093/alcalc/agac070","title":"Sodium Oxybate for Alcohol Dependence: A Network Meta-Regression Analysis Considering Population Severity at Baseline and Treatment Duration","year":2023,"lang":"en","type":"review","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"H. Lundbeck A/S; Novo Nordisk; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Indivior; Gilead Sciences; Janssen Scientific Affairs; Pfizer","keywords":"Abstinence; Internal medicine; Population; Medicine; Alcohol dependence; Randomized controlled trial; Severity of illness; Alcohol; Psychiatry; Biology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01863585,0.003003986,0.01249061,0.003811657,0.0006204847,0.002492256,0.002082325,0.001895605,0.004390227],"category_scores_gemma":[0.03230223,0.001307176,0.04862417,0.004250692,0.0005661084,0.001926518,0.001777831,0.002738593,0.0003930898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799995,"about_ca_system_score_gemma":0.001715672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047093,"about_ca_topic_score_gemma":0.01259338,"domain_scores_codex":[0.9853179,0.01030944,0.001614176,0.001592208,0.0008192096,0.0003471538],"domain_scores_gemma":[0.9754701,0.02011473,0.00233781,0.0008499425,0.0008870822,0.0003402449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007286993,0.00003647236,0.008049238,0.03325582,0.9436981,0.00008304723,0.00003916971,0.001354479,0.0002042012,0.0001157592,0.0003863321,0.005490318],"study_design_scores_gemma":[0.001215008,0.0002577282,0.004227404,0.001578416,0.9907574,0.0000415756,0.00001673737,0.001101643,0.00006660751,0.0002045945,0.0005203965,0.00001252593],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05426677,0.933781,0.006218643,0.0009676463,0.0005305841,0.0007114233,0.002127074,0.0002093862,0.001187563],"genre_scores_gemma":[0.8383952,0.1490338,0.006699732,0.001053218,0.0003381711,0.001353377,0.001912675,0.0001560653,0.001057678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875094,"threshold_uncertainty_score":0.098557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188613962784522,"score_gpt":0.4002905013070092,"score_spread":0.181429105028557,"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."}}