{"id":"W4205218078","doi":"10.1093/ofid/ofac008","title":"Outpatient Therapies for COVID-19: How Do We Choose?","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":22,"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; Number needed to treat; Fluvoxamine; Randomized controlled trial; Clinical trial; Emergency medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Relative risk; Internal medicine; Family medicine; Viral load; Disease; Fluoxetine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005462741,0.0002534759,0.0005585009,0.0001814479,0.001472421,0.0002334899,0.0004859696,0.0000474635,0.001868924],"category_scores_gemma":[0.02213027,0.0002117103,0.000383277,0.0003876374,0.0002116067,0.0001895401,0.001726625,0.0003045791,0.00002743089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285427,"about_ca_system_score_gemma":0.001229986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00029653,"about_ca_topic_score_gemma":0.00005684771,"domain_scores_codex":[0.997557,0.0002054158,0.0003094841,0.0006215283,0.0006807147,0.0006258744],"domain_scores_gemma":[0.9943928,0.003819073,0.0001648821,0.0006295673,0.0001906597,0.0008030582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003116269,0.003773452,0.5954344,0.001019842,0.001026994,0.00008431297,0.001042996,0.0004935089,0.00004211352,0.006229537,0.3208327,0.06690388],"study_design_scores_gemma":[0.00568599,0.00337758,0.01552851,0.00003887118,0.0002023462,0.000004565184,0.001739702,0.0001555154,0.0000124928,0.01634647,0.9566231,0.0002848476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0752877,0.01620618,0.004836048,0.8594106,0.002255206,0.02702871,0.005070241,0.001220984,0.00868426],"genre_scores_gemma":[0.9697937,0.000917524,0.00005004714,0.01909293,0.0001213298,0.005267164,0.0001120404,0.00005306402,0.00459217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.894506,"threshold_uncertainty_score":0.9998275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426981055680272,"score_gpt":0.4211631861917125,"score_spread":0.3668933756349098,"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."}}