{"id":"W4285088115","doi":"10.1038/s41598-022-15276-6","title":"Short-sighted decision-making by those not vaccinated against COVID-19","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto; York University","funders":"Division of Mathematical Sciences; National Institute on Aging; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Vaccination; Pandemic; Psychological intervention; Demographics; Coronavirus disease 2019 (COVID-19); Discounting; Cognition; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); H1n1 pandemic; Demography; Psychology; Immunology; Infectious disease (medical specialty); Disease; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005242667,0.0001816234,0.0002585275,0.0003054863,0.006242643,0.0006487698,0.0005476935,0.00008193427,0.00374847],"category_scores_gemma":[0.002206889,0.0001860792,0.0001699112,0.001892379,0.00006610516,0.000410099,0.0003514107,0.0002830695,0.00003691235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006590229,"about_ca_system_score_gemma":0.001203481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824505,"about_ca_topic_score_gemma":0.0004541377,"domain_scores_codex":[0.9955342,0.000337083,0.0006774815,0.001075669,0.001733289,0.0006422579],"domain_scores_gemma":[0.99786,0.0003333733,0.0003111184,0.0008793824,0.0001998899,0.0004162762],"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":[0.00004663664,0.0002090824,0.02208319,0.00001138145,0.00002465829,0.00285413,0.00952312,0.0004638929,0.00380018,0.0004873495,0.9152892,0.04520718],"study_design_scores_gemma":[0.0001438099,0.00002271602,0.001229983,0.00001862494,0.00001882336,0.00004837907,0.002901988,0.00009576233,0.0004437966,0.01219132,0.9825445,0.0003402887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663855,0.0008320294,0.0007492283,0.002102521,0.01183803,0.0007160336,0.00002572381,0.000384357,0.01696659],"genre_scores_gemma":[0.989285,0.00002494395,0.0001882522,0.001253981,0.0001194385,0.00006173867,0.00008088303,0.00002238867,0.008963373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06725531,"threshold_uncertainty_score":0.9971622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251004389680726,"score_gpt":0.3435257133736603,"score_spread":0.3110156694768531,"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."}}