{"id":"W4386881354","doi":"10.2196/preprints.52871","title":"The Resilience of Attitude Toward Vaccination: Web-Based Randomized Controlled Trial on the Processing of Misinformation (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Vaccination; Preprint; Style (visual arts); Ideology; Reading (process); Psychology; Coronavirus disease 2019 (COVID-19); Medicine; Randomized controlled trial; Family medicine; Political science; Politics; Computer science; History; World Wide Web; Law; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005407759,0.001406518,0.00302692,0.0004846973,0.001313865,0.001799069,0.001253262,0.002998516,0.01401793],"category_scores_gemma":[0.01318835,0.0007933816,0.002576885,0.0006202147,0.001868301,0.001862374,0.0008291652,0.003363935,0.001058234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238259,"about_ca_system_score_gemma":0.006257828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009856643,"about_ca_topic_score_gemma":0.01370106,"domain_scores_codex":[0.9957638,0.002511859,0.0004127851,0.0005112892,0.0003631717,0.0004372179],"domain_scores_gemma":[0.9923815,0.00369495,0.001695091,0.000370297,0.0006584548,0.001199573],"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":[0.9645072,0.01642496,0.001185687,0.00252987,0.001580539,0.00003543752,0.0002409347,0.0001544764,0.0004482938,0.0002121109,0.001021765,0.0116589],"study_design_scores_gemma":[0.9205832,0.07221365,0.003620732,0.0003331035,0.001451809,0.000009897001,0.0001234518,0.0004400451,0.0002254443,0.0002900506,0.0006851759,0.00002345004],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433414,0.004774741,0.0009886358,0.001906932,0.002105193,0.04074555,0.001309507,0.0001746912,0.004653438],"genre_scores_gemma":[0.9259209,0.002163289,0.004664662,0.002051552,0.001062367,0.05983831,0.0004924896,0.00002221142,0.003784273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401793,"threshold_uncertainty_score":0.04689467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537072291223135,"score_gpt":0.3551343489237748,"score_spread":0.3014271198014613,"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."}}