{"id":"W4402724983","doi":"10.2196/52871","title":"The Resilience of Attitude Toward Vaccination: Web-Based Randomized Controlled Trial on the Processing of Misinformation","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of Ottawa; Université Laval","funders":"","keywords":"Preprint; Resilience (materials science); Randomized controlled trial; Information processing; Psychology; Computer science; World Wide Web; Internet privacy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006269053,0.001478103,0.003850497,0.0007787239,0.001353685,0.001762658,0.00145325,0.003354312,0.009665218],"category_scores_gemma":[0.01291523,0.0008697904,0.002409548,0.0008030289,0.002324293,0.001816451,0.0008681866,0.003156878,0.0007152515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532491,"about_ca_system_score_gemma":0.005753265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660878,"about_ca_topic_score_gemma":0.01194492,"domain_scores_codex":[0.9943663,0.003373307,0.0004647764,0.0007454052,0.0004422906,0.000607934],"domain_scores_gemma":[0.9912447,0.004502526,0.001712087,0.0004065982,0.0006878171,0.001446203],"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":[0.961185,0.02126391,0.001402743,0.002004769,0.00114509,0.00004763313,0.0002594991,0.0001982002,0.0005083092,0.0001583768,0.0004498927,0.01137659],"study_design_scores_gemma":[0.8818024,0.1112586,0.003751593,0.0002159294,0.001263132,0.00001346642,0.0001233407,0.0005729803,0.0002426873,0.000244245,0.0004885979,0.00002299766],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612401,0.003589717,0.000866837,0.0009226209,0.001143563,0.02870399,0.0006615196,0.0001371228,0.002734385],"genre_scores_gemma":[0.9479915,0.001719316,0.004238976,0.0009466524,0.0006415406,0.04159857,0.0003011762,0.00001590559,0.002546305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009665218,"threshold_uncertainty_score":0.03315431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07414556300103231,"score_gpt":0.4585572013675863,"score_spread":0.384411638366554,"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."}}