{"id":"W4390944261","doi":"10.2196/50211","title":"Educational Video Intervention to Improve Health Misinformation Identification on WhatsApp Among Saudi Arabian Population: Pre-Post Intervention Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Saud bin Abdulaziz University for Health Science; King Abdullah International Medical Research Center","keywords":"Misinformation; Credibility; Social media; Intervention (counseling); Psychological intervention; The Internet; Medical education; Internet privacy; Psychology; Medicine; Applied psychology; Computer science; Nursing; World Wide Web; Political science; Computer security","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":[0.001383483,0.0006777634,0.00109258,0.0006949721,0.0009116373,0.0004484438,0.0006273602,0.001092692,0.007228848],"category_scores_gemma":[0.00217297,0.0003588522,0.001053219,0.0002861161,0.000318645,0.0005008071,0.0007054654,0.001206929,0.0004557658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355533,"about_ca_system_score_gemma":0.002707591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376832,"about_ca_topic_score_gemma":0.01139429,"domain_scores_codex":[0.999473,0.0001809846,0.00004114702,0.00006766158,0.00007021675,0.0001670781],"domain_scores_gemma":[0.9990426,0.0001982983,0.0001268333,0.00003549235,0.0002135868,0.0003832441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06585322,0.4853551,0.03223586,0.007167404,0.0007000389,0.000724647,0.005313688,0.0006364961,0.005712644,0.0005351555,0.003840578,0.3919252],"study_design_scores_gemma":[0.07454825,0.6010976,0.2957404,0.002064337,0.002053167,0.0001842796,0.006964878,0.002474545,0.005178079,0.0003509695,0.009226779,0.0001167642],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932814,0.0005477336,0.0001764372,0.0003509083,0.0001467209,0.003964673,0.0002310054,0.00002876226,0.001272358],"genre_scores_gemma":[0.9852851,0.001379153,0.003307179,0.0005587654,0.000163697,0.006100507,0.00028376,0.000004520646,0.002917225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008376832,"threshold_uncertainty_score":0.02418292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05809175969076413,"score_gpt":0.4919308313968841,"score_spread":0.43383907170612,"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."}}