{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002784002,0.0002946024,0.0005152872,0.0002742419,0.0001353947,0.00007259515,0.000382371,0.0001442943,0.0004783449],"category_scores_gemma":[0.0016633,0.0002389876,0.000184175,0.001245775,0.00001181597,0.0001219945,0.0002676666,0.0003684138,0.001704366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164482,"about_ca_system_score_gemma":0.0004528438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004362372,"about_ca_topic_score_gemma":0.00006299064,"domain_scores_codex":[0.9977749,0.00004649637,0.0003879198,0.00067063,0.0005526495,0.0005674298],"domain_scores_gemma":[0.9985169,0.0001754171,0.00006482997,0.0005383405,0.0002002133,0.0005043235],"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":[0.00555443,0.0003327799,0.3507368,0.001260699,0.0003069163,0.001016256,0.01270668,0.000003600288,0.1064591,0.0003195879,0.5045687,0.01673448],"study_design_scores_gemma":[0.003006547,0.000636149,0.01189604,0.00005567659,0.00007042833,0.0000692684,0.0003227397,0.0004242985,0.02961777,0.0001746143,0.9534438,0.0002826937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7660776,0.0008703508,0.00101833,0.2273402,0.0001894734,0.0009834896,0.00001708955,0.0004953941,0.003008121],"genre_scores_gemma":[0.3283091,0.000009954472,0.0005444666,0.6698639,0.0007497296,0.00005607446,0.000004019012,0.00005083162,0.0004119079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4488751,"threshold_uncertainty_score":0.9990729,"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."}}