{"id":"W4306954811","doi":"10.1016/j.euroneuro.2022.10.004","title":"Psychotropic drug repurposing for COVID-19: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"European Neuropsychopharmacology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Centro de Investigación Biomédica en Red de Salud Mental; Generalitat de Catalunya; European Commission; Ministerio de Ciencia e Innovación; Centres de Recerca de Catalunya","keywords":"Fluvoxamine; Medicine; Meta-analysis; Drug repositioning; MEDLINE; Repurposing; PsycINFO; Observational study; Internal medicine; Psychotropic drug; Publication bias; Drug; Pharmacology; Psychiatry; Fluoxetine","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","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004025139,0.001476052,0.01529155,0.001485699,0.0004022997,0.0001057312,0.001186555,0.0001468962,0.002686908],"category_scores_gemma":[0.00412759,0.001107805,0.007069783,0.002179368,0.0002444341,0.000104497,0.0004670222,0.001469295,0.0001224414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877746,"about_ca_system_score_gemma":0.0005650785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000691889,"about_ca_topic_score_gemma":0.000001618912,"domain_scores_codex":[0.9815216,0.01154127,0.002991434,0.002454848,0.0006288667,0.000861951],"domain_scores_gemma":[0.9877217,0.005942303,0.002504378,0.002308598,0.0001242868,0.001398712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007515406,0.0001700699,4.248929e-7,0.8321314,0.1317445,0.001692974,0.00005317739,0.000002410156,0.000003613696,0.00002676259,0.03264104,0.001458452],"study_design_scores_gemma":[0.0008015808,0.0002170432,7.020363e-7,0.003662544,0.4948252,0.0009258582,0.000001927102,0.000003420477,2.11377e-8,0.000004238049,0.4991598,0.0003976699],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001325807,0.9692634,0.0001919963,0.004635636,0.0007196024,0.02342857,0.0002657438,0.0006113943,0.0008822936],"genre_scores_gemma":[0.000002709701,0.8955589,0.0003572936,0.09482057,0.0002600824,0.004238222,0.0002906101,0.0005797378,0.003891873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8284689,"threshold_uncertainty_score":0.9997989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09927715691626879,"score_gpt":0.430308756908621,"score_spread":0.3310315999923522,"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."}}