{"id":"W3041059667","doi":"10.1503/cmaj.201237","title":"Challenges in evaluating SARS-CoV-2 vaccines during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC; Canadian Child Health Clinician Scientist Program; BC Children's Hospital; Children's Hospital Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Transmission (telecommunications); Virology; Medicine; Betacoronavirus; Intensive care medicine; Coronavirus Infections; Disease; Infectious disease (medical specialty); Outbreak; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07654159,0.001055065,0.001935835,0.00091976,0.001609862,0.005208246,0.003044813,0.003163825,0.008093125],"category_scores_gemma":[0.07785933,0.0005891824,0.001144799,0.0007857827,0.001076763,0.003723498,0.002088589,0.003229788,0.001902559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01187994,"about_ca_system_score_gemma":0.04193673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06488096,"about_ca_topic_score_gemma":0.1183774,"domain_scores_codex":[0.9727783,0.01813657,0.00233495,0.0008135803,0.003819279,0.00211729],"domain_scores_gemma":[0.9549616,0.01227262,0.003384614,0.0009862712,0.02246323,0.005931713],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006000979,0.002145156,0.06695288,0.006555856,0.0007407283,0.0008806087,0.001889989,0.0155869,0.009124937,0.008654044,0.1231768,0.7582911],"study_design_scores_gemma":[0.002491151,0.04519686,0.1518467,0.02267864,0.001616063,0.001711077,0.02176129,0.01367726,0.01495143,0.02176119,0.7018516,0.0004567921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2400814,0.1942887,0.01622805,0.3857592,0.01383927,0.01378663,0.01026205,0.0004841658,0.1252706],"genre_scores_gemma":[0.7562433,0.07892471,0.07721606,0.06147314,0.005515243,0.00806856,0.005526671,0.0001533455,0.006878965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9234584,"threshold_uncertainty_score":0.4047955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641016347246262,"score_gpt":0.4047608237980792,"score_spread":0.240659189073453,"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."}}