{"id":"W4320068145","doi":"10.2196/41799","title":"Effects of the COVID-19 Pandemic on the Decision and Doubts About Vaccination in Catalonia: Online Cross-sectional Questionnaire","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Test (biology); Population; Outbreak; Observational study; Medicine; Family medicine; Environmental health; Immunology; Virology; Disease; Internal medicine; Biology; Sociology","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":[0.004096376,0.000246074,0.0003543948,0.0007736676,0.0003852261,0.0009432444,0.0003721719,0.0005888556,0.001867575],"category_scores_gemma":[0.00557425,0.0002767626,0.0005314577,0.0004364837,0.0004528931,0.0003995196,0.0007770705,0.0008437375,0.0003101586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834677,"about_ca_system_score_gemma":0.0008221623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112835,"about_ca_topic_score_gemma":0.01420259,"domain_scores_codex":[0.998406,0.0007743178,0.0001937632,0.0001411037,0.0002054849,0.0002793739],"domain_scores_gemma":[0.9940438,0.00245478,0.00184921,0.0001474367,0.0007040239,0.0008008977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000297015,0.0004155952,0.9835694,0.0002256584,0.00006489828,0.0002907682,0.005592082,0.0001496144,0.0003059629,0.0000632118,0.001694885,0.007330908],"study_design_scores_gemma":[0.0000200406,0.000233642,0.9916699,0.00009447683,0.00002088891,0.0001306599,0.006302652,0.0002330361,0.00005409378,0.00001700859,0.001210854,0.0000126445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984289,0.0001462253,0.00002756254,0.0001277413,0.00001403355,0.00005214145,0.0003944481,0.000002108857,0.0008067895],"genre_scores_gemma":[0.9984547,0.0002142122,0.000123303,0.0001558928,0.00001424823,0.00008986257,0.0004809915,0.000001817976,0.0004648741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112835,"threshold_uncertainty_score":0.04201072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0880017252800455,"score_gpt":0.4786242973129916,"score_spread":0.390622572032946,"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."}}