{"id":"W3160396447","doi":"10.1089/vim.2021.0075","title":"Herd Immunity Against COVID-19: More Questions Than Answers","year":2021,"lang":"en","type":"article","venue":"Viral Immunology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Herd immunity; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Immunity; Biology; Pandemic; Immunology; Medicine; Immune system; Vaccination; Infectious disease (medical specialty); Disease; Outbreak; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004024827,0.001780973,0.00164655,0.001292433,0.001108925,0.003886008,0.001345379,0.004416457,0.01883659],"category_scores_gemma":[0.01166894,0.0006624334,0.0006936408,0.0007020065,0.002164153,0.003500686,0.0008746085,0.006968094,0.006748233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782057,"about_ca_system_score_gemma":0.001201145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091463,"about_ca_topic_score_gemma":0.002150057,"domain_scores_codex":[0.9977866,0.0005756273,0.0002441007,0.0002978152,0.0008520942,0.0002437155],"domain_scores_gemma":[0.9872854,0.005573714,0.0007925849,0.0003388329,0.004457291,0.001552121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009570141,0.00002924655,0.0004114152,0.0004345064,0.00002365643,0.0001319569,0.00005724918,0.00004684075,0.0002315386,0.0008325748,0.9703133,0.02739193],"study_design_scores_gemma":[0.00005095333,0.00007367851,0.001062227,0.001183138,0.00004825305,0.000488366,0.0002718847,0.0001551648,0.0002855867,0.003009907,0.993341,0.00002982078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000917792,0.07520392,0.000554489,0.1874844,0.7282358,0.00002943887,0.0001774731,0.0001096952,0.00728698],"genre_scores_gemma":[0.005775138,0.08485342,0.000368703,0.05456492,0.8361904,0.00002784353,0.0001517322,0.00006888318,0.01799897],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01883659,"threshold_uncertainty_score":0.06301469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026643168840889,"score_gpt":0.333977104673276,"score_spread":0.307333935832387,"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."}}