{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196458,0.0003054737,0.0009191234,0.0001283127,0.00005445264,0.0000181505,0.0001793531,0.0002523043,0.000006707691],"category_scores_gemma":[0.0003757856,0.000222704,0.0002135844,0.0001513638,0.0001704284,0.00003325614,0.0003750122,0.0003453342,0.00001088911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009501522,"about_ca_system_score_gemma":0.0004340384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436266,"about_ca_topic_score_gemma":0.00000803842,"domain_scores_codex":[0.9982405,0.0001417743,0.0003342917,0.0006375716,0.0003499889,0.0002958553],"domain_scores_gemma":[0.9987196,0.0005135281,0.0001342746,0.0004284481,0.0001481949,0.0000559107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01177162,0.0003105915,0.6309338,0.004810204,0.0008339175,0.0002111173,0.0001842452,2.087084e-7,0.3333085,0.00006496874,0.00001676577,0.01755399],"study_design_scores_gemma":[0.006236538,0.001480412,0.6075438,0.0009584354,0.000504709,0.00001855991,0.00002617443,0.0002939253,0.376125,0.0003741842,0.006197983,0.0002403103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994554,0.000677482,0.001169374,0.0001285908,0.0002272722,0.002422155,0.000225531,0.00005344643,0.0005421449],"genre_scores_gemma":[0.9982412,0.00008930793,0.0003104866,0.0008994231,0.0001320044,0.000187204,0.00005355845,0.0000540377,0.00003278936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04281647,"threshold_uncertainty_score":0.9081604,"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."}}