{"id":"W3160941607","doi":"10.4414/smw.2021.20508","title":"Parents’ intent to vaccinate against influenza during the COVID-19 pandemic in two regions in Switzerland","year":2021,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Vaccination; Medicine; Pandemic; Influenza season; Coronavirus disease 2019 (COVID-19); Outbreak; Demography; Family medicine; Seasonal influenza; Influenza vaccine; Pediatrics; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001555044,0.0002569669,0.000569492,0.0004416459,0.0001746468,0.0000316762,0.0003853813,0.0001392755,0.0003195891],"category_scores_gemma":[0.01258838,0.0001758985,0.0001166663,0.001060572,0.0001845416,0.00006871519,0.0006553573,0.001329422,0.0001659187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008588936,"about_ca_system_score_gemma":0.001157375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166687,"about_ca_topic_score_gemma":0.01150117,"domain_scores_codex":[0.9961705,0.000352315,0.000748397,0.0005601498,0.001288865,0.0008797756],"domain_scores_gemma":[0.9974984,0.0005969363,0.00006908112,0.0006059444,0.000173158,0.001056472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005695929,0.000288304,0.9836178,0.0002764703,0.00009444552,0.003506133,0.003221542,0.0002032452,0.001628121,0.0002081697,0.003373339,0.003012832],"study_design_scores_gemma":[0.01381403,0.0001672789,0.8737664,0.001078574,0.00003248507,0.0003190321,0.00573287,0.0003098193,0.000353978,0.0007924855,0.1032191,0.0004138988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443756,0.001815333,0.00006117988,0.05139408,0.0001739794,0.0006782755,0.000009837276,0.00007655581,0.001415111],"genre_scores_gemma":[0.9639647,0.0008436367,0.00004024574,0.03378121,0.0001942371,0.0002133896,0.00001133255,0.00002987197,0.0009213995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098514,"threshold_uncertainty_score":0.995729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222461299313799,"score_gpt":0.4403845327794518,"score_spread":0.3181384028480719,"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."}}