{"id":"W4223968120","doi":"10.1162/2e3983f5.eccfcb02","title":"Reviews of \"Over-estimation of Covid-19 Risks to Healthy and Non-Elderly Predict Support for Continuing Restrictions Past Vaccinations\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Estimation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Medicine; Virology; Environmental health; Outbreak; Economics; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006597255,0.0003468178,0.00237305,0.0006971513,0.0002080151,0.00001389264,0.0001786474,0.0003205799,0.0017873],"category_scores_gemma":[0.005973805,0.000303878,0.0002963241,0.0009380081,0.00002578771,0.00009243043,0.00008505802,0.0005534817,0.000004270144],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000612741,"about_ca_system_score_gemma":0.005745892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787341,"about_ca_topic_score_gemma":0.001407507,"domain_scores_codex":[0.9947526,0.0004737415,0.002957462,0.0006192906,0.0007383717,0.0004584972],"domain_scores_gemma":[0.9947917,0.0007386126,0.001710972,0.0007826899,0.0008502412,0.001125789],"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":[0.00005005465,0.0000940172,0.0007380538,0.08835356,0.000045332,0.000001248396,0.0003384131,0.000006519713,0.000001003501,0.00019131,0.8179103,0.09227018],"study_design_scores_gemma":[0.001226145,0.003397996,0.003420153,0.004210925,0.0002905436,0.00004793487,0.0001525298,0.0001971258,4.996529e-7,0.00002161608,0.9868504,0.000184089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001416765,0.07073293,0.08247095,0.7579635,0.005369161,0.0576031,0.01253612,0.0002393889,0.01166808],"genre_scores_gemma":[0.03218734,0.421729,0.05108278,0.1313348,0.004783573,0.02048601,0.03722144,0.0005912927,0.3005838],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6266288,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190650380572835,"score_gpt":0.464873831999107,"score_spread":0.3458087939418235,"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."}}