{"id":"W4309046999","doi":"10.1021/acsomega.2c04160","title":"Deuterated Drugs and Biomarkers in the COVID-19 Pandemic","year":2022,"lang":"en","type":"review","venue":"ACS Omega","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Queen's University; Southeastern Ontario Academic Medical Organization; European Commission","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus; 2019-20 coronavirus outbreak; Intensive care medicine; Pharmacology; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003216199,0.0006512962,0.0006631659,0.001459604,0.0002446745,0.0006476216,0.0004178878,0.0008734954,0.003149453],"category_scores_gemma":[0.0002991645,0.0003344087,0.0004031505,0.001229138,0.0003344552,0.0009561946,0.0005645733,0.001190168,0.002223921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049674,"about_ca_system_score_gemma":0.0005086445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007047525,"about_ca_topic_score_gemma":0.001267234,"domain_scores_codex":[0.999896,0.00001700282,0.00001060824,0.00002111464,0.00004109447,0.0000140468],"domain_scores_gemma":[0.9999191,0.00003729969,0.00001160614,0.000004178405,0.00002084965,0.000007000275],"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":[0.0001183491,0.0001151765,0.0002529999,0.01678795,0.0000918911,0.0002824316,0.0001090046,0.0007935606,0.01651927,0.01709283,0.03190181,0.9159347],"study_design_scores_gemma":[0.00000843998,0.0001334072,0.0005233705,0.001171927,0.00006402262,0.0005865322,0.00004165297,0.0001965384,0.004398297,0.002361207,0.9904952,0.00001940123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007612267,0.993139,0.0005387547,0.0003071392,0.0002660054,0.00001005034,0.00005701588,0.00002690726,0.004893797],"genre_scores_gemma":[0.00301627,0.993487,0.0004303813,0.0002590004,0.0001156779,0.00001486501,0.00005827556,0.000005032276,0.002613412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003149453,"threshold_uncertainty_score":0.01053596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3429711512922072,"score_gpt":0.5171278625639895,"score_spread":0.1741567112717822,"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."}}