{"id":"W4402667273","doi":"10.1093/cid/ciae478","title":"Remdesivir for COVID-19 in 2024 and Beyond: Checking the Expiry Date of the Milk Carton","year":2024,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Carton; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Betacoronavirus; Coronavirus Infections; Virology; Outbreak; Infectious disease (medical specialty); Pathology; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00618714,0.0007772712,0.001250627,0.000731912,0.00584741,0.003446463,0.001920399,0.05452193,0.01301244],"category_scores_gemma":[0.02426711,0.0009971353,0.001395043,0.0005732065,0.002060655,0.002562959,0.001607169,0.02733831,0.008853399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007310359,"about_ca_system_score_gemma":0.01279826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03163867,"about_ca_topic_score_gemma":0.06292599,"domain_scores_codex":[0.9955263,0.0014247,0.0006343547,0.0004392827,0.0009152238,0.001060175],"domain_scores_gemma":[0.9912835,0.00460533,0.0005928064,0.000221091,0.001306049,0.001991116],"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":[0.0001462326,0.0000650669,0.00129873,0.00004336987,0.00001535367,0.002896162,0.0001456707,0.0000660918,0.0002918055,0.003572022,0.9821429,0.009316662],"study_design_scores_gemma":[0.0002901747,0.0002050608,0.00240169,0.0005629907,0.00005019714,0.002267543,0.0005923839,0.0008247776,0.0004072758,0.007198629,0.9851313,0.00006798387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001294354,0.001098395,0.0002124075,0.9683645,0.01471454,0.00006965454,0.0002687957,0.0000669658,0.01391042],"genre_scores_gemma":[0.005814573,0.0007179857,0.0004508398,0.9563938,0.01079478,0.00008398904,0.00008276786,0.00004496707,0.02561636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05452193,"threshold_uncertainty_score":0.06290907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043775622714935,"score_gpt":0.4795044698909502,"score_spread":0.3751269076194567,"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."}}