{"id":"W3012781317","doi":"10.1101/2020.03.19.20039008","title":"Effectiveness and safety of antiviral or antibody treatments for coronavirus","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ribavirin; Internal medicine; Cohort study; Middle East respiratory syndrome coronavirus; Clinical trial; Epidemiology; Retrospective cohort study; Pediatrics; Virology; Coronavirus disease 2019 (COVID-19); Virus; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01690049,0.001240807,0.008139729,0.004648065,0.0003941054,0.003840925,0.001454078,0.002664168,0.005272226],"category_scores_gemma":[0.06157318,0.0007753363,0.006626028,0.003664067,0.001432316,0.001620863,0.0007005489,0.001778598,0.0003950805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703642,"about_ca_system_score_gemma":0.003376466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088344,"about_ca_topic_score_gemma":0.002326699,"domain_scores_codex":[0.979468,0.008701604,0.007481487,0.001448035,0.00260837,0.0002925099],"domain_scores_gemma":[0.9272871,0.0520467,0.0168131,0.000742361,0.002710426,0.0004002345],"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":[0.00379282,0.00008367332,0.001206431,0.8926394,0.02238406,0.00008514252,0.00007581672,0.0002499344,0.0003960978,0.0005832355,0.001128222,0.07737517],"study_design_scores_gemma":[0.007256935,0.00560919,0.01087725,0.804354,0.1428771,0.0008958495,0.0003520763,0.0003067544,0.001455173,0.001938116,0.02399528,0.00008223094],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001760111,0.9966574,0.0001054115,0.000306831,0.0001489052,0.0001937475,0.0002567048,0.000003762722,0.0005671646],"genre_scores_gemma":[0.07330886,0.9226729,0.0008404192,0.001171916,0.0006793725,0.0008354241,0.0003069779,0.000009354539,0.0001748239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01690049,"threshold_uncertainty_score":0.08937943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339570129708508,"score_gpt":0.4218055743645492,"score_spread":0.3384098730674642,"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."}}