{"id":"W4413633659","doi":"10.64628/aam.jgc47khxx","title":"COVID-19 may never go away, but practical herd immunity is within reach","year":2021,"lang":"en","type":"article","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Herd immunity; Coronavirus disease 2019 (COVID-19); Immunity; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Herd; Biology; Medicine; Immunology; Ecology; Immune system; Vaccination; 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":[0.01448347,0.0008632282,0.00130856,0.0004557999,0.003417526,0.005421292,0.001573295,0.009172002,0.05893761],"category_scores_gemma":[0.02576787,0.0004207922,0.001074272,0.0002334702,0.003292488,0.006683829,0.00605973,0.01016496,0.01949657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432307,"about_ca_system_score_gemma":0.006429241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927119,"about_ca_topic_score_gemma":0.004493324,"domain_scores_codex":[0.9941864,0.002190702,0.0004181543,0.0006145406,0.001190704,0.001399519],"domain_scores_gemma":[0.9862193,0.004102698,0.001071177,0.001570491,0.002309346,0.004727038],"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":[0.001210644,0.0009297002,0.01256851,0.001308595,0.0003839304,0.001649818,0.001148569,0.0004602268,0.008701858,0.09462684,0.5745158,0.3024956],"study_design_scores_gemma":[0.0002144795,0.001166486,0.006769946,0.001211709,0.00007574524,0.001086206,0.001211867,0.0001704037,0.00151194,0.04649619,0.9400024,0.00008253801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01268779,0.02433469,0.009513635,0.7760596,0.02688286,0.0003014494,0.0007351806,0.0008415514,0.1486432],"genre_scores_gemma":[0.2375237,0.01878598,0.01381372,0.5818345,0.01616601,0.000642859,0.001914024,0.0003389901,0.1289804],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05893761,"threshold_uncertainty_score":0.197166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144642181892655,"score_gpt":0.4350645741307789,"score_spread":0.3206003559415134,"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."}}