{"id":"W3183284848","doi":"10.1126/science.abj9488","title":"No shortcuts to SARS-CoV-2 antivirals","year":2021,"lang":"en","type":"letter","venue":"Science","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Structural Genomics Consortium","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Sars virus; Virology; Pandemic; Computational biology; Biology; Medicine; Infectious disease (medical specialty)","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":[0.02618681,0.001610397,0.003082484,0.001456214,0.01029784,0.0133095,0.004221802,0.1767848,0.01518736],"category_scores_gemma":[0.08392756,0.001765772,0.003383238,0.001073828,0.01825854,0.01676495,0.009752369,0.1246352,0.009580867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008218395,"about_ca_system_score_gemma":0.01761519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476052,"about_ca_topic_score_gemma":0.0104261,"domain_scores_codex":[0.9775811,0.006708719,0.002055751,0.002508218,0.007519638,0.003626614],"domain_scores_gemma":[0.9409432,0.03545154,0.002845417,0.002720488,0.006504961,0.01153439],"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":[0.0001128457,0.000104107,0.0002763216,0.00008552113,0.00004363374,0.001280866,0.0002421914,0.00008247067,0.0003852962,0.03541491,0.9465073,0.01546454],"study_design_scores_gemma":[0.0002456308,0.0001447517,0.0003107719,0.0003587231,0.00004002191,0.0007215395,0.0004283824,0.000252972,0.0002834291,0.06626843,0.930857,0.00008838148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001702111,0.001840142,0.0001316396,0.9834656,0.01147857,0.00001008834,0.00001698863,0.00001871812,0.002867987],"genre_scores_gemma":[0.001778945,0.0007307098,0.0001591498,0.9783146,0.01465919,0.00002227111,0.000009334443,0.00001670264,0.004309168],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1767848,"threshold_uncertainty_score":0.1384907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08525158129158834,"score_gpt":0.3942920824952226,"score_spread":0.3090405012036342,"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."}}