{"id":"W4200349095","doi":"10.1101/2021.12.17.21268007","title":"Outpatient therapies for COVID-19: How do we choose?","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University Health Network; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Ritonavir; Fluvoxamine; Formulary; Randomized controlled trial; Clinical trial; Number needed to treat; Emergency medicine; Intensive care medicine; Relative risk; Fluoxetine; Pharmacology; Family medicine; Internal medicine; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07679465,0.0009614881,0.008948195,0.002830446,0.00108674,0.01114515,0.003301292,0.004242763,0.01481134],"category_scores_gemma":[0.2591098,0.0009198183,0.006048783,0.005331227,0.002514671,0.01013729,0.002183655,0.008447727,0.002194305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220965,"about_ca_system_score_gemma":0.006950552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00501002,"about_ca_topic_score_gemma":0.009959736,"domain_scores_codex":[0.9126173,0.06448239,0.01214773,0.003210812,0.0064415,0.001100319],"domain_scores_gemma":[0.7306768,0.214435,0.02886907,0.0046015,0.01550022,0.005917398],"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":[0.008285766,0.0005320059,0.02528349,0.06712323,0.0160439,0.0002478485,0.0009825192,0.001395041,0.0002209917,0.01052491,0.1549265,0.7144338],"study_design_scores_gemma":[0.01590841,0.00443006,0.05065155,0.4246811,0.03196377,0.001410806,0.005325393,0.007052813,0.001085798,0.1477646,0.3087989,0.0009268285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01294339,0.7038133,0.0067967,0.2603581,0.005160546,0.0006894248,0.002748051,0.00009945357,0.007391111],"genre_scores_gemma":[0.3343976,0.391115,0.04030528,0.2057848,0.01815953,0.003507264,0.003935698,0.0006397972,0.002154996],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07679465,"threshold_uncertainty_score":0.4061338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269949475820444,"score_gpt":0.449477639268118,"score_spread":0.3224826916860736,"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."}}