{"id":"W4401459326","doi":"10.1177/08404704241271159","title":"Do national innovation projects shape citizens’ public health behaviours?","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"John Fell Fund, University of Oxford; University of Oxford; Canadian Institute for Advanced Research","keywords":"Framing (construction); Nationalism; Pandemic; Coronavirus disease 2019 (COVID-19); Skepticism; Public health; Political science; Public relations; 2019-20 coronavirus outbreak; Medicine; Politics; Virology; Geography; Law; Outbreak; Nursing; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005688197,0.00009898957,0.0002328895,0.0008864373,0.0009904588,0.003091946,0.0003636972,0.001352433,0.005044476],"category_scores_gemma":[0.02139492,0.0001813245,0.0003322474,0.0009845312,0.002412849,0.002824689,0.001966243,0.001461746,0.0002862787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335606,"about_ca_system_score_gemma":0.001633708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006167583,"about_ca_topic_score_gemma":0.008771605,"domain_scores_codex":[0.9962423,0.002224766,0.0001094043,0.0002907349,0.0004368604,0.0006960096],"domain_scores_gemma":[0.9777862,0.01217406,0.005527438,0.001289907,0.001006975,0.002215334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459727,0.000454511,0.9031152,0.00007652259,0.0001004677,0.0001566739,0.04342533,0.0002028114,0.0002609188,0.01272776,0.001234066,0.0380997],"study_design_scores_gemma":[0.00002517759,0.0001889501,0.9193401,0.000155279,0.00004472795,0.00009981463,0.05931105,0.0005252666,0.0002001979,0.009863327,0.01021677,0.00002931454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825943,0.0002451345,0.0002370665,0.004815329,0.0000285396,0.000008271664,0.00004290368,0.000004279471,0.01202416],"genre_scores_gemma":[0.999268,0.00008511449,0.00005263788,0.0002600572,0.00001174316,0.000005532848,0.00001608302,0.000001706381,0.0002990829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006167583,"threshold_uncertainty_score":0.0300824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092461189758068,"score_gpt":0.3876511881773911,"score_spread":0.2784050692015843,"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."}}