{"id":"W2313951375","doi":"10.1177/056943450805200106","title":"Low Flu Shot Rates Puzzle—Some Plausible Behavioral Explanations","year":2008,"lang":"en","type":"article","venue":"The American Economist","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vaccination; Externality; Preference; Time preference; Psychology; Economics; Social psychology; Econometrics; Medicine; Microeconomics; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003471048,0.00020836,0.0005502769,0.00004614617,0.0005813006,0.00002266114,0.0004081248,0.00002942899,0.0003755737],"category_scores_gemma":[0.0006011407,0.0001445912,0.0001413765,0.0001545142,0.0009002812,0.0001158482,0.0001602749,0.0001736465,0.0002907564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724886,"about_ca_system_score_gemma":0.00004705521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120847,"about_ca_topic_score_gemma":0.0003452236,"domain_scores_codex":[0.9987065,0.0001187889,0.0004133908,0.0003041219,0.00008398543,0.0003731804],"domain_scores_gemma":[0.9970155,0.002105579,0.0003406601,0.0004277567,0.00003351212,0.00007693516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005442888,0.003109694,0.3991444,0.0001813815,0.001049325,0.0001550856,0.007440251,0.001604023,0.002079061,0.1956466,0.3720234,0.01702251],"study_design_scores_gemma":[0.002835023,0.001494412,0.6012057,0.00009712028,0.0004756631,0.0002212026,0.00601961,0.003020481,0.005775066,0.2009563,0.1748342,0.003065197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914737,0.00008682776,0.0001953973,0.005418108,0.00007385302,0.0002473087,0.00004742858,0.0001559704,0.002301451],"genre_scores_gemma":[0.994242,0.0001990075,0.001284996,0.002611984,0.0001493807,0.0001237071,0.000008304587,0.00002448577,0.001356162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020613,"threshold_uncertainty_score":0.589626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3495893583664494,"score_gpt":0.4366241133301264,"score_spread":0.08703475496367696,"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."}}