{"id":"W4413574389","doi":"10.64628/aam.ws6tptmdh","title":"How effective are COVID-19 vaccines? Here’s what the stats mean … and what they don’t","year":2021,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Infectious disease (medical specialty); Outbreak; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03033227,0.001330592,0.003196522,0.002693244,0.002330504,0.01500213,0.002363096,0.008908436,0.03231836],"category_scores_gemma":[0.1342393,0.0009131047,0.001685256,0.002364008,0.01323747,0.02792332,0.003546775,0.01448194,0.014869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005398552,"about_ca_system_score_gemma":0.008082169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216952,"about_ca_topic_score_gemma":0.006357112,"domain_scores_codex":[0.9759824,0.01135108,0.001446729,0.001428684,0.008316076,0.001475026],"domain_scores_gemma":[0.9174126,0.05472982,0.00584289,0.005416963,0.01277826,0.003819544],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003566617,0.0001320052,0.00218469,0.001168053,0.0003590914,0.00009970741,0.0004565581,0.001080375,0.0003553762,0.4239189,0.4455112,0.1243774],"study_design_scores_gemma":[0.0001139166,0.00004612749,0.001448898,0.001284117,0.0001387499,0.0001205747,0.0006793943,0.00112657,0.0004808337,0.7323583,0.2621078,0.00009475674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002869444,0.03545745,0.0137469,0.8370584,0.04488296,0.00005815177,0.001911138,0.0005055927,0.06350984],"genre_scores_gemma":[0.2620144,0.06440638,0.03859111,0.4528849,0.08509046,0.0007065246,0.003168333,0.003484596,0.08965328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9696677,"threshold_uncertainty_score":0.1604143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762274541748882,"score_gpt":0.3572414171937305,"score_spread":0.3096186717762417,"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."}}