{"id":"W3043900170","doi":"10.14740/jocmr4241","title":"Exploring Repurposing Potential of Existing Drugs in the Management of COVID-19 Epidemic: A Critical Review","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Repurposing; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Drug repositioning; Virology; Pharmacology; Intensive care medicine; Drug; Internal medicine; Engineering; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00435076,0.001186324,0.004521936,0.007462041,0.0005568941,0.00252899,0.002164739,0.002364454,0.003378913],"category_scores_gemma":[0.01024703,0.0006032719,0.003434841,0.006116386,0.0008088428,0.002771339,0.001032585,0.001374518,0.0004331846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460538,"about_ca_system_score_gemma":0.004893832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947245,"about_ca_topic_score_gemma":0.003802975,"domain_scores_codex":[0.9980667,0.0005217307,0.0008177719,0.0001745005,0.0003348042,0.00008444928],"domain_scores_gemma":[0.9877757,0.009327296,0.001449905,0.0001482361,0.001162682,0.0001361984],"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":[0.0003045232,0.00006672437,0.0004038028,0.688743,0.001766861,0.0002959263,0.0002857511,0.0001912728,0.0005231852,0.001330092,0.005401692,0.3006871],"study_design_scores_gemma":[0.0001588986,0.0006577013,0.003002582,0.6986292,0.01870624,0.001712696,0.0006572251,0.0001837757,0.0006249411,0.002110654,0.2734832,0.00007287227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009391728,0.9995596,0.00002710313,0.0001387763,0.00005423513,0.0000143923,0.00001460932,0.000001289315,0.00009611495],"genre_scores_gemma":[0.0009070325,0.9986442,0.0001086598,0.0001959002,0.00006848652,0.00002494837,0.00001785224,7.606569e-7,0.00003208429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007462041,"threshold_uncertainty_score":0.0230093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.877679173863566,"score_gpt":0.7252562009696507,"score_spread":0.1524229728939153,"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."}}