{"id":"W4210606965","doi":"10.1503/cmaj.220081","title":"Nirmatrelvir-ritonavir for COVID-19","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Ritonavir; Comorbidity; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Disease; Internal medicine; Emergency medicine; Intensive care medicine; Pediatrics; Family medicine; Virology; Human immunodeficiency virus (HIV); Viral load; Infectious disease (medical specialty); Outbreak; Antiretroviral therapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002429698,0.0002906677,0.0006247967,0.0004650457,0.001106406,0.0001243258,0.0003282241,0.001882414,0.04729107],"category_scores_gemma":[0.0064165,0.000286623,0.0005000684,0.0002838377,0.00006984525,0.00007867549,0.00002962418,0.006735332,0.0001333536],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008891268,"about_ca_system_score_gemma":0.02044993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103922,"about_ca_topic_score_gemma":0.008806151,"domain_scores_codex":[0.9949845,0.0002882298,0.0007217336,0.0003403367,0.002594854,0.001070332],"domain_scores_gemma":[0.9953193,0.0006564241,0.0004765772,0.0002076127,0.0004348967,0.002905204],"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":[0.00001384695,0.00001279134,0.002199779,0.0001432662,0.0001894007,0.007604153,0.0002089561,0.000002365172,2.494831e-7,0.00004494673,0.9845951,0.004985109],"study_design_scores_gemma":[0.001451531,0.0002741924,0.0001891044,0.00007482458,0.0001622737,0.008367796,0.0002078914,0.0000409312,3.014743e-7,0.0004295529,0.9885172,0.0002843646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002018365,0.0004751571,0.0002001619,0.9858994,0.004883039,0.0004546902,0.0006699556,0.00005819468,0.007157521],"genre_scores_gemma":[0.0002596652,0.0004233918,0.0001282486,0.9574144,0.02875259,0.0001219307,0.0008782257,0.00007267869,0.01194883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04715771,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449507280008893,"score_gpt":0.273313980571232,"score_spread":0.258818907771143,"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."}}