{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214192,0.0001945325,0.000242967,0.0003191935,0.0003476199,0.001137038,0.0002203886,0.0003887809,0.002608879],"category_scores_gemma":[0.01358468,0.0002093579,0.0003664014,0.0002688601,0.000439316,0.0005453344,0.0003881157,0.0008642726,0.0003147535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987352,"about_ca_system_score_gemma":0.0004365801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005702259,"about_ca_topic_score_gemma":0.008242453,"domain_scores_codex":[0.9993339,0.0003105634,0.0000552371,0.0001176309,0.00008797635,0.00009468434],"domain_scores_gemma":[0.9940788,0.002141017,0.002237951,0.0005943332,0.0002740776,0.0006738391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008839662,0.0004336998,0.9805765,0.0000306253,0.0001390298,0.00008537979,0.002701246,0.0002706621,0.0008200866,0.0003129485,0.0002582745,0.0134877],"study_design_scores_gemma":[0.00003530021,0.0004792213,0.9937235,0.00002925947,0.00005033131,0.0001181595,0.002048715,0.00132974,0.0002926045,0.001150751,0.0007243172,0.00001822611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993002,0.00006487023,0.00008781555,0.00008945392,0.000006102324,0.000005501819,0.00003684551,0.000001078124,0.0004081452],"genre_scores_gemma":[0.9993513,0.00005383522,0.0001059343,0.00005506098,0.000004621609,0.000004430732,0.00005243784,9.849663e-7,0.000371386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005702259,"threshold_uncertainty_score":0.01170993,"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."}}