{"id":"W3104566260","doi":"10.2196/24383","title":"COVID-19 Misinformation Prophylaxis: Protocol for a Randomized Trial of a Brief Informational Intervention","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Misinformation; Randomized controlled trial; Infographic; Pandemic; Population; Narrative; Intervention (counseling); Medicine; Public health; Psychology; Protocol (science); Family medicine; Medical education; Coronavirus disease 2019 (COVID-19); Alternative medicine; Nursing; Environmental health; Computer science; Computer security; Disease; Infectious disease (medical specialty)","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":[0.03382783,0.008317749,0.01090378,0.003522316,0.005114506,0.004586556,0.004507888,0.01190295,0.1157947],"category_scores_gemma":[0.0405258,0.00512282,0.005308686,0.003891119,0.004875964,0.00465204,0.002737008,0.01140567,0.01973854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006059604,"about_ca_system_score_gemma":0.01842562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002878835,"about_ca_topic_score_gemma":0.005063288,"domain_scores_codex":[0.9717773,0.01637067,0.00300712,0.002637864,0.003283988,0.002923079],"domain_scores_gemma":[0.9796985,0.006255544,0.004326471,0.003027769,0.003711851,0.002979854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8486471,0.02926007,0.0009703094,0.02257746,0.00155163,0.0003819179,0.0007200488,0.003119275,0.002869298,0.008323541,0.035314,0.04626537],"study_design_scores_gemma":[0.9176586,0.03290461,0.001423682,0.002400446,0.0005512507,0.00006704116,0.0001388828,0.002407348,0.0009946588,0.004670979,0.03664734,0.0001352547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006515575,0.00008269195,0.0006959553,0.0001253184,0.0002889882,0.9972511,0.0004435275,0.00006987536,0.0003909328],"genre_scores_gemma":[0.0005902756,0.00003995694,0.001037214,0.000105122,0.00003884578,0.9979264,0.00003965495,0.000002778401,0.0002197856],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1157947,"threshold_uncertainty_score":0.3873719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3988975615252242,"score_gpt":0.6181853412589103,"score_spread":0.2192877797336862,"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."}}