{"id":"W2883261553","doi":"10.25071/ryr.v2i0.40372","title":"York University Students Perceptions of Influenza and the Influenza Vaccine","year":2015,"lang":"en","type":"article","venue":"Revue YOUR Review (York Online Undergraduate Research)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Immunization; Influenza vaccine; Public health; Perception; Public university; Seasonal influenza; Medicine; Pandemic; Situated; Family medicine; Medical education; Psychology; Political science; Vaccination; Coronavirus disease 2019 (COVID-19); Virology; Nursing; Immunology; Infectious disease (medical specialty); Disease; Public administration","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":[0.00213859,0.0001133815,0.0003169178,0.0004176373,0.00164339,0.00273526,0.0003007697,0.000841993,0.00555246],"category_scores_gemma":[0.007861923,0.0001639799,0.0001937511,0.0004681772,0.00110328,0.001212504,0.001335218,0.0009407508,0.0003134562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084145,"about_ca_system_score_gemma":0.00461598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06751917,"about_ca_topic_score_gemma":0.1065377,"domain_scores_codex":[0.9981329,0.0007291691,0.00008333907,0.00009938299,0.0006689981,0.0002863515],"domain_scores_gemma":[0.9963575,0.0009398341,0.000684516,0.00006428349,0.0007024856,0.001251396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000221506,0.0007718198,0.5644163,0.001097823,0.0001436941,0.0008217723,0.2560074,0.00007690736,0.001832475,0.004213849,0.02738346,0.1430131],"study_design_scores_gemma":[0.00002877221,0.0005966902,0.5438928,0.001503913,0.00008837186,0.0003179481,0.3563503,0.00007945452,0.0005205154,0.000610424,0.09594045,0.00007040461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646845,0.01052145,0.00006645212,0.01237424,0.00024261,0.00002079122,0.0000575913,0.000004519158,0.01202773],"genre_scores_gemma":[0.9883057,0.007053038,0.00005430393,0.001927133,0.00006971991,0.00001487075,0.00002707175,0.000002174698,0.002545947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06751917,"threshold_uncertainty_score":0.1342523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2912234019404325,"score_gpt":0.4760060776277253,"score_spread":0.1847826756872928,"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."}}