{"id":"W3093609743","doi":"10.15190/d.2020.10","title":"COVID-19 therapy and prevention","year":2020,"lang":"en","type":"review","venue":"Discoveries","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"Favipiravir; Azithromycin; Hydroxychloroquine; Pandemic; Coronavirus; Medicine; Coronavirus disease 2019 (COVID-19); Pneumonia; Intensive care medicine; Epidemiology; Population; Preparedness; Virology; Environmental health; Political science; Disease; Biology; Pathology; Internal medicine; Infectious disease (medical specialty); Antibiotics","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":[0.0007925059,0.0005876083,0.001122143,0.001891842,0.0002765265,0.0009876691,0.0007122664,0.001106812,0.004730291],"category_scores_gemma":[0.001415486,0.0001668931,0.0008893941,0.001085964,0.0003665076,0.0008596235,0.0005581893,0.001522651,0.001284995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979665,"about_ca_system_score_gemma":0.001250054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009421347,"about_ca_topic_score_gemma":0.001511937,"domain_scores_codex":[0.9996811,0.00009131881,0.0000575227,0.00005815093,0.00008070517,0.00003116064],"domain_scores_gemma":[0.9995467,0.0002563247,0.00006617988,0.00001518711,0.00009003922,0.00002552605],"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":[0.0001601237,0.0001111253,0.000257593,0.03479547,0.000196419,0.0001398966,0.00005877244,0.0002629415,0.0008501328,0.003768066,0.0222207,0.9371787],"study_design_scores_gemma":[0.00005706375,0.000225243,0.001356586,0.02358889,0.0003805616,0.001494606,0.00009130614,0.000137353,0.0007553835,0.002359156,0.9695346,0.00001930979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008028994,0.9989771,0.00004635252,0.0002287278,0.0001213306,0.00000456558,0.00001714186,0.000003802372,0.0005207611],"genre_scores_gemma":[0.001267482,0.9979272,0.0001219223,0.000218869,0.0001501211,0.000008990375,0.00004124379,0.000001009936,0.0002631019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004730291,"threshold_uncertainty_score":0.01582438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2397864817374174,"score_gpt":0.5420654058821657,"score_spread":0.3022789241447483,"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."}}