{"id":"W4405494181","doi":"10.1080/10810730.2024.2439468","title":"Fear in Media Headlines Increases Public Risk Perceptions but Decreases Preventive Behaviors: A Multi-Country Study During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Mass media; Risk perception; Public health; Perception; Coronavirus disease 2019 (COVID-19); Psychology; News media; Scale (ratio); Outbreak; Environmental health; Social psychology; Disease; Geography; Medicine; Advertising; Infectious disease (medical specialty); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002263885,0.0003960568,0.0004065419,0.0004289726,0.001141092,0.001316046,0.0004217934,0.0009914511,0.002437222],"category_scores_gemma":[0.008403507,0.0006506872,0.0008994289,0.0004078487,0.00061459,0.0009577263,0.001042395,0.001735355,0.0002291073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493755,"about_ca_system_score_gemma":0.0006689139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447089,"about_ca_topic_score_gemma":0.01711882,"domain_scores_codex":[0.9991065,0.0004713059,0.00003684853,0.0001113052,0.00005961079,0.0002145324],"domain_scores_gemma":[0.9939615,0.002509565,0.001885228,0.0004781272,0.0002673926,0.0008980631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001352513,0.005458467,0.9697435,0.0001031856,0.0004509828,0.0002485651,0.01285319,0.000137461,0.001027738,0.0001315597,0.0006253701,0.007867444],"study_design_scores_gemma":[0.0000446152,0.0008957093,0.989541,0.00003298292,0.0001534794,0.00009145989,0.008400448,0.0003473216,0.0001803383,0.00005096951,0.0002435254,0.00001826647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996825,0.00003013534,0.00002537735,0.0000776053,0.000003874452,0.000006247454,0.00002658861,7.923908e-7,0.0001468413],"genre_scores_gemma":[0.9995715,0.00006335395,0.00006038765,0.00007095643,0.000006627269,0.0000222982,0.00003382053,0.000001611114,0.0001693284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447089,"threshold_uncertainty_score":0.02877331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595210274414121,"score_gpt":0.4876014713869546,"score_spread":0.3280804439455425,"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."}}