{"id":"W3173967602","doi":"10.2196/29060","title":"The Effect of a Wordless, Animated, Social Media Video Intervention on COVID-19 Prevention: Online Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Randomized controlled trial; Social media; Psychological intervention; Intervention (counseling); Medicine; Pandemic; Psychology; Family medicine; Coronavirus disease 2019 (COVID-19); Nursing; Surgery; Computer science","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":[0.00304548,0.002012383,0.003765119,0.0009579152,0.0009640763,0.001584297,0.001435326,0.004522299,0.01462857],"category_scores_gemma":[0.008196507,0.0009056269,0.002917002,0.0006339786,0.001763733,0.002029605,0.0009141123,0.003383283,0.001088201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381582,"about_ca_system_score_gemma":0.00228347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056716,"about_ca_topic_score_gemma":0.002434677,"domain_scores_codex":[0.9970288,0.001549207,0.0002955454,0.0005870663,0.0002292054,0.0003101988],"domain_scores_gemma":[0.996619,0.001610576,0.000768145,0.0001564108,0.0002088004,0.0006370667],"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":[0.9671637,0.01446743,0.0004116447,0.002687042,0.001411943,0.00003271477,0.00005830304,0.0001403898,0.0004372488,0.0001554171,0.0006008718,0.01243337],"study_design_scores_gemma":[0.9549773,0.04196057,0.0008141575,0.000245508,0.001032915,0.000009812811,0.00002882402,0.0002909694,0.0001503998,0.0001466408,0.0003321359,0.00001088211],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927668,0.01731266,0.002545553,0.002764028,0.005250013,0.03556875,0.001777642,0.0004135648,0.006699742],"genre_scores_gemma":[0.9398724,0.004547818,0.005671889,0.002574278,0.002189348,0.0407764,0.0007413156,0.00002881562,0.00359751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462857,"threshold_uncertainty_score":0.04893738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420304502518371,"score_gpt":0.4020422336859948,"score_spread":0.3578391886608111,"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."}}