{"id":"W2949910570","doi":"10.14745/ccdr.v45i06a02","title":"Should individuals use influenza vaccine effectiveness studies to inform their decision to get vaccinated?","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Influenza vaccine; Affect (linguistics); Vaccination; Seasonal influenza; Medicine; Risk perception; Public health; Environmental health; Immunology; Perception; Disease; Psychology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.1011704,0.0006046178,0.002898832,0.003623875,0.001250525,0.004616647,0.002053439,0.006089236,0.003168016],"category_scores_gemma":[0.2587821,0.0008771535,0.001568726,0.003703456,0.001766385,0.005164815,0.001291517,0.004154363,0.001484515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395926,"about_ca_system_score_gemma":0.0137063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06259425,"about_ca_topic_score_gemma":0.1310478,"domain_scores_codex":[0.948259,0.03298151,0.008781259,0.00104648,0.008132351,0.0007994691],"domain_scores_gemma":[0.758417,0.1655613,0.01814965,0.00833977,0.04260882,0.00692344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001390863,0.0003170046,0.1125177,0.0134634,0.001794806,0.0004510772,0.003007352,0.0003644173,0.0004322327,0.003330782,0.171303,0.6916274],"study_design_scores_gemma":[0.002181542,0.001771884,0.1806959,0.09243964,0.004282481,0.001336393,0.008345647,0.001335916,0.001437702,0.02727588,0.6784394,0.0004576311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02052031,0.3772652,0.008911647,0.5266379,0.01670703,0.003315145,0.006418515,0.0003008204,0.03992339],"genre_scores_gemma":[0.1950959,0.412443,0.08934584,0.2719162,0.01646748,0.006109693,0.002823585,0.0001846474,0.005613642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1011704,"threshold_uncertainty_score":0.5350467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338586962638622,"score_gpt":0.4189632155669386,"score_spread":0.2851045193030763,"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."}}