{"id":"W4296598312","doi":"10.3138/jammi-2022-08-08","title":"AMMI Canada Practice Point: Treatments for adults with COVID-19 in 2021–2022","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary; McMaster University; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Manitoba; University of British Columbia","funders":"NIHR Nottingham Biomedical Research Centre; Medical Research Council; Wellcome Trust; NIHR Oxford Biomedical Research Centre; University of Oxford; Public Health England; Department of Health and Social Care; Foreign, Commonwealth and Development Office; UK Research and Innovation; National Institute for Health and Care Research; Regeneron Pharmaceuticals; Bill and Melinda Gates Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Virology; Medicine; Betacoronavirus; Coronavirus Infections; Ammi; Pneumonia; Internal medicine; Biology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006378015,0.000338963,0.000284583,0.0008012879,0.002023862,0.001124277,0.0008557172,0.002193966,0.04610047],"category_scores_gemma":[0.002206528,0.0001800886,0.0003369935,0.0007416733,0.0005008223,0.0004286747,0.0006615414,0.001550662,0.008011225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01153957,"about_ca_system_score_gemma":0.03309058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5587487,"about_ca_topic_score_gemma":0.8719822,"domain_scores_codex":[0.9994169,0.00008149871,0.00004823852,0.00005593499,0.0002188933,0.00017847],"domain_scores_gemma":[0.996543,0.000180055,0.0002515591,0.00003112391,0.00143938,0.001554905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003654383,0.0003690562,0.03190664,0.0002942182,0.00002610941,0.0006362863,0.0001227512,0.0001494188,0.0005864048,0.001852977,0.8933002,0.07039043],"study_design_scores_gemma":[0.0008543866,0.0003958913,0.06440124,0.001584921,0.00004359335,0.0008266271,0.0004936219,0.0003804128,0.0003962633,0.0009988467,0.9295865,0.00003776463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04234818,0.02412806,0.001798679,0.266014,0.006165913,0.00483907,0.05015774,0.0005237071,0.6040246],"genre_scores_gemma":[0.2673607,0.04258569,0.02172161,0.287029,0.01018421,0.003961178,0.03283738,0.0003047094,0.3340155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4412513,"threshold_uncertainty_score":0.8876999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007223511690060965,"score_gpt":0.3177384767652389,"score_spread":0.310514965075178,"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."}}