{"id":"W3031692183","doi":"10.1016/s0140-6736(20)31239-3","title":"The starting line for COVID-19 vaccine development","year":2020,"lang":"en","type":"letter","venue":"The Lancet","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sinai Health System; University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Line (geometry); Medicine; Mathematics; Internal medicine; Outbreak; 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":[0.01417418,0.001800096,0.002050119,0.001491014,0.006474084,0.01224517,0.002799351,0.1240699,0.02708647],"category_scores_gemma":[0.04926028,0.001725189,0.003053764,0.0009495495,0.008301838,0.01415416,0.007263156,0.08486523,0.02041942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00897314,"about_ca_system_score_gemma":0.0222905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009757514,"about_ca_topic_score_gemma":0.01494316,"domain_scores_codex":[0.9840569,0.004513763,0.001405622,0.001312429,0.005465825,0.003245437],"domain_scores_gemma":[0.9712136,0.01118008,0.001839626,0.0009099566,0.003774933,0.01108185],"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":[0.00006728403,0.00003855404,0.0001498394,0.0000757072,0.00001331045,0.0004163142,0.00007806318,0.00003925724,0.0002680347,0.00552907,0.9876013,0.005723341],"study_design_scores_gemma":[0.0002625905,0.0001152508,0.0004716043,0.000488671,0.00002535156,0.0003174676,0.0003824556,0.000227566,0.0002138505,0.02317532,0.9742488,0.00007096859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001264023,0.002175122,0.0001462541,0.9681866,0.02604573,0.0000206313,0.00008168831,0.000025629,0.003191833],"genre_scores_gemma":[0.001243869,0.0008432789,0.0002955917,0.9744365,0.01649351,0.00004976582,0.00004663132,0.00002642952,0.006564367],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1240699,"threshold_uncertainty_score":0.09061325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378055822308516,"score_gpt":0.3941448635747818,"score_spread":0.2563392813439302,"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."}}