{"id":"W3111418859","doi":"10.3390/vaccines8040761","title":"Is a COVID-19 Vaccine Likely to Make Things Worse?","year":2020,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.009274443,0.0004285917,0.0008918768,0.0004619027,0.0004236634,0.002461687,0.0006774718,0.00195851,0.006894283],"category_scores_gemma":[0.04299277,0.0002998201,0.001098903,0.0005473676,0.001167612,0.003197763,0.0006293479,0.002375234,0.001271728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123905,"about_ca_system_score_gemma":0.001864272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003530888,"about_ca_topic_score_gemma":0.004416915,"domain_scores_codex":[0.9966307,0.001941787,0.0001817011,0.0003430491,0.0005113999,0.0003914642],"domain_scores_gemma":[0.9794669,0.009392641,0.007657997,0.0007205974,0.001674975,0.00108691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001733391,0.0006833192,0.6825908,0.001692587,0.002107872,0.001032893,0.001755353,0.008081235,0.003276224,0.01979343,0.02715894,0.250094],"study_design_scores_gemma":[0.0003415502,0.004701825,0.6310093,0.004563171,0.002871894,0.004011041,0.008150154,0.02329893,0.008408984,0.1321026,0.1800939,0.0004467449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5692456,0.04504858,0.01812149,0.3298226,0.002781373,0.0002266894,0.001835362,0.0002361125,0.03268225],"genre_scores_gemma":[0.9596295,0.01168142,0.004381555,0.02013967,0.001171462,0.00005814327,0.0003048643,0.00004438341,0.002589191],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009274443,"threshold_uncertainty_score":0.04904848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06970145565573446,"score_gpt":0.3683914909790246,"score_spread":0.2986900353232901,"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."}}