{"id":"W2172525350","doi":"10.2196/publichealth.5014","title":"Agenda Setting for Health Promotion: Exploring an Adapted Model for the Social Media Era","year":2015,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Newspaper; Promotion (chess); Health promotion; Public relations; Psychological intervention; Exploratory research; Public health; Psychology; Political science; Sociology; Medicine; Computer science; Social science; World Wide Web; Politics; Media studies; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0118553,0.001274837,0.000650394,0.003365701,0.002912621,0.009247165,0.003155825,0.003131942,0.009747255],"category_scores_gemma":[0.02285148,0.0007077479,0.002144716,0.00303273,0.01189977,0.009638667,0.005606643,0.003970461,0.001615508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006449306,"about_ca_system_score_gemma":0.00594503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896701,"about_ca_topic_score_gemma":0.005410026,"domain_scores_codex":[0.9895613,0.00776005,0.0003792898,0.001099718,0.0007225647,0.0004772032],"domain_scores_gemma":[0.9804716,0.0141476,0.001465036,0.001330042,0.001471859,0.001113889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001341173,0.00035583,0.01155744,0.000536534,0.00006588699,0.000572363,0.06181851,0.007299504,0.0008111651,0.8825708,0.00139284,0.03288496],"study_design_scores_gemma":[0.0001559672,0.0004149902,0.008160871,0.001001683,0.0001455307,0.0005226746,0.04097516,0.1015459,0.0008317477,0.7851902,0.06092358,0.0001316278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1382709,0.002120576,0.572438,0.0388047,0.0006391834,0.002706268,0.0005604034,0.0003980736,0.244062],"genre_scores_gemma":[0.7870989,0.0010285,0.2001577,0.001101716,0.0001482726,0.002209698,0.0002170333,0.00007158761,0.00796659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0118553,"threshold_uncertainty_score":0.06269759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5181288405312493,"score_gpt":0.4762350278642579,"score_spread":0.04189381266699138,"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."}}