{"id":"W4361286539","doi":"10.3390/ijerph20075299","title":"Social Media and the Influence of Fake News on Global Health Interventions: Implications for a Study on Dengue in Brazil","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Misinformation; Social media; Credibility; Psychological intervention; Context (archaeology); Public relations; Political science; Global health; Public health; Population; Environmental health; Medicine; Geography; Nursing","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":[0.02130267,0.0005341233,0.0008299233,0.001223596,0.002619274,0.003526323,0.0007800444,0.001379326,0.003940833],"category_scores_gemma":[0.08274315,0.0003598206,0.001297481,0.001717909,0.003076105,0.003787684,0.002664779,0.001982642,0.0001465803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005965605,"about_ca_system_score_gemma":0.01316573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05434995,"about_ca_topic_score_gemma":0.08127013,"domain_scores_codex":[0.9817069,0.01541484,0.0005929812,0.0004633216,0.0008669611,0.0009549686],"domain_scores_gemma":[0.9067425,0.0775773,0.007783958,0.001654526,0.004186874,0.002054824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001210509,0.003830521,0.3615309,0.01379271,0.001250655,0.003457345,0.3327663,0.0006008984,0.00150429,0.02754094,0.007663216,0.2448518],"study_design_scores_gemma":[0.0009003002,0.004129176,0.5088288,0.03091138,0.002598751,0.001388337,0.3794019,0.002820126,0.001155743,0.01583238,0.05179363,0.0002394202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.852751,0.02286076,0.001565892,0.09444585,0.0003887633,0.001894042,0.000501996,0.00001913459,0.02557264],"genre_scores_gemma":[0.9837308,0.00808233,0.002182846,0.004483897,0.00008567634,0.0007745688,0.00005766389,0.00001021971,0.0005918397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05434995,"threshold_uncertainty_score":0.1126606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050227462001446,"score_gpt":0.5483360895663248,"score_spread":0.3433133433661802,"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."}}