{"id":"W3097144798","doi":"10.2196/21886","title":"Real-Time Communication: Creating a Path to COVID-19 Public Health Activism in Adolescents Using Social Media","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Vancouver General Hospital","funders":"","keywords":"Social media; Pandemic; Public health; Public relations; Health communication; Coronavirus disease 2019 (COVID-19); Limiting; Internet privacy; Psychology; Political science; Medicine; Computer science; Nursing; Engineering","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02116627,0.00007508846,0.0002926683,0.0003596524,0.0003553633,0.0002813413,0.001176032,0.000156603,0.001784793],"category_scores_gemma":[0.04126968,0.00006456173,0.00006540841,0.0009650162,0.0003060947,0.0004719061,0.0003031832,0.00127206,0.00005499668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173112,"about_ca_system_score_gemma":0.006365262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097132,"about_ca_topic_score_gemma":0.001061671,"domain_scores_codex":[0.991856,0.002664484,0.0007320953,0.0001083214,0.004071439,0.0005676102],"domain_scores_gemma":[0.9955184,0.0007573079,0.0003092515,0.0001011642,0.0003985987,0.002915212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001651954,0.0002164157,0.001340345,0.0001196323,0.00002204922,0.00005814158,0.8738337,0.000004823888,0.00007218955,0.003082967,0.08988393,0.03120057],"study_design_scores_gemma":[0.008547714,0.001478971,0.0251749,0.005661882,0.00001356586,0.0001175504,0.6212296,0.03087661,0.00005447823,0.001397909,0.3046941,0.0007528114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741856,0.0000862967,0.001110465,0.4184817,0.0001052471,0.0002556505,0.000002982949,0.00002169045,0.005750331],"genre_scores_gemma":[0.9929781,0.000369968,0.0003658628,0.005590266,0.0006246316,7.768994e-7,0.000001785143,0.00000811811,0.00006049269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187925,"threshold_uncertainty_score":0.9992677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.377808140647777,"score_gpt":0.5386235237661489,"score_spread":0.1608153831183718,"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."}}