{"id":"W3027441436","doi":"10.1101/2020.05.21.20109074","title":"Repurposing Existing Medications for Coronavirus Disease 2019: Protocol for a Rapid and Living Systematic Review","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Massachusetts General Hospital","keywords":"Repurposing; Coronavirus disease 2019 (COVID-19); Medicine; Systematic review; Intensive care medicine; Drug repositioning; Protocol (science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Medical literature; MEDLINE; 2019-20 coronavirus outbreak; Alternative medicine; Pharmacology; Infectious disease (medical specialty); Pathology; Drug; 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":[],"consensus_categories":[],"category_scores_codex":[0.09597565,0.005313957,0.01401286,0.01129171,0.003971396,0.007957179,0.004375717,0.007097937,0.07941343],"category_scores_gemma":[0.1203408,0.00524255,0.01555815,0.01249044,0.005251316,0.007698372,0.006586635,0.007895566,0.01465688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374919,"about_ca_system_score_gemma":0.05615152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541597,"about_ca_topic_score_gemma":0.01368908,"domain_scores_codex":[0.9475014,0.0237125,0.01645842,0.003851828,0.006042132,0.002433767],"domain_scores_gemma":[0.9238461,0.02974416,0.01325949,0.009462245,0.02067051,0.003017457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.009904643,0.0003987929,0.001043226,0.8449001,0.003553041,0.000687722,0.002552093,0.001621298,0.00251419,0.005475408,0.08442777,0.04292182],"study_design_scores_gemma":[0.05475131,0.002442062,0.007639363,0.4885636,0.01029605,0.0007897309,0.002764731,0.002141394,0.003226474,0.02091881,0.4055259,0.0009405833],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003340747,0.001175814,0.00159037,0.000721314,0.0004156691,0.9884101,0.006540185,0.0001906955,0.0006217716],"genre_scores_gemma":[0.0003217814,0.0005797313,0.00364593,0.0002424775,0.00003288204,0.9941146,0.000691269,0.00001891876,0.0003524472],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09597565,"threshold_uncertainty_score":0.5075738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8061523650911531,"score_gpt":0.5899783070360737,"score_spread":0.2161740580550794,"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."}}