{"id":"W4295007453","doi":"10.2196/41012","title":"Understanding the Influence of Web-Based Information, Misinformation, Disinformation, and Reinformation on COVID-19 Vaccine Acceptance: Protocol for a Multicomponent Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Institut National de Santé Publique du Québec; University of Manitoba; Dalhousie University; BC Children's Hospital; University of British Columbia; University of Alberta; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Misinformation; Disinformation; Pandemic; The Internet; Internet privacy; Protocol (science); Coronavirus disease 2019 (COVID-19); Medicine; Psychology; Computer science; Social media; World Wide Web; Computer security; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05829453,0.002964152,0.005555049,0.004483608,0.004986881,0.004653446,0.00332937,0.006455359,0.07963126],"category_scores_gemma":[0.08864684,0.003249417,0.007983306,0.005520234,0.004042151,0.00490471,0.003712048,0.008946981,0.01105064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060504,"about_ca_system_score_gemma":0.03561903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235545,"about_ca_topic_score_gemma":0.008559103,"domain_scores_codex":[0.963988,0.01842687,0.008406769,0.002263448,0.004612156,0.002302752],"domain_scores_gemma":[0.9385257,0.02411062,0.009541347,0.0076666,0.0177569,0.00239889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1686497,0.02796875,0.009430857,0.2977298,0.003704464,0.001722918,0.02492948,0.009931389,0.007477456,0.04644158,0.1198801,0.2821335],"study_design_scores_gemma":[0.1963132,0.04864468,0.0448281,0.1178709,0.005360052,0.0005505647,0.01808219,0.01555435,0.01123006,0.04292331,0.4973727,0.001269769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006968601,0.00009629017,0.0005636208,0.00008832537,0.0001091712,0.9972486,0.0005690692,0.00002011632,0.0006080061],"genre_scores_gemma":[0.0003075434,0.00004662224,0.0007641531,0.00003025371,0.000005528495,0.9986884,0.00004389635,0.000001392329,0.0001121792],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07963126,"threshold_uncertainty_score":0.3082947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3237366824989383,"score_gpt":0.5365440922415735,"score_spread":0.2128074097426352,"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."}}