{"id":"W4392151448","doi":"10.1093/pnasnexus/pgae093","title":"Thinking about default enrollment lowers vaccination intentions and public support in G7 countries","year":2024,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"British Academy","keywords":"Vaccination; Business; Medicine; Psychology; Medical education; Virology","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":[0.003488695,0.0002576389,0.0003301342,0.0004249196,0.0009010616,0.002134081,0.000432043,0.001394947,0.01322851],"category_scores_gemma":[0.01635167,0.0003238123,0.0006621472,0.0004141007,0.00119709,0.0009856391,0.001753767,0.001527239,0.0008940992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453589,"about_ca_system_score_gemma":0.0008244829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230246,"about_ca_topic_score_gemma":0.007426952,"domain_scores_codex":[0.997895,0.001391548,0.00007570371,0.0001817148,0.00009387469,0.0003622357],"domain_scores_gemma":[0.9880386,0.00529792,0.004066989,0.00102372,0.0004420031,0.001130761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001830233,0.002013394,0.9428346,0.0002386615,0.0002672375,0.0002898877,0.01032114,0.000641554,0.0009818012,0.004665021,0.006450024,0.02946654],"study_design_scores_gemma":[0.0002151189,0.001202357,0.9739857,0.0003145101,0.0002185582,0.0001204506,0.01259824,0.00117955,0.0008910088,0.003209497,0.006019379,0.00004562689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933995,0.0001864225,0.0001002511,0.001518382,0.00002132388,0.00001377833,0.0002148527,0.00001502085,0.004530468],"genre_scores_gemma":[0.998582,0.00009372893,0.0001142692,0.0004852902,0.000008787523,0.00001858092,0.0001187881,0.000004680158,0.0005739472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322851,"threshold_uncertainty_score":0.04425377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467837077564366,"score_gpt":0.4137803671850407,"score_spread":0.2669966594286041,"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."}}