{"id":"W2067827964","doi":"10.1016/j.vaccine.2012.03.074","title":"Vaccine-critical videos on YouTube and their impact on medical students’ attitudes about seasonal influenza immunization: A pre and post study","year":2012,"lang":"en","type":"article","venue":"Vaccine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Public Health Ontario; Toronto General Hospital; University of Toronto; University Health Network; Ottawa Hospital; Canada Research Chairs","funders":"","keywords":"Immunization; Influenza vaccine; Seasonal influenza; Vaccination; Medicine; Live attenuated influenza vaccine; Virology; Coronavirus disease 2019 (COVID-19); Family medicine; Environmental health; Immunology; Internal medicine; Immune system; 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":[0.002097493,0.0002210587,0.0003138853,0.00011356,0.0006701743,0.000146151,0.0003260121,0.0001857234,0.0004424624],"category_scores_gemma":[0.008550418,0.0001593251,0.00003937327,0.0003478948,0.00005280654,0.0003536568,0.0001277611,0.0003505345,0.00002677143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077176,"about_ca_system_score_gemma":0.0003003014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002330888,"about_ca_topic_score_gemma":0.0006881562,"domain_scores_codex":[0.9972533,0.0005926084,0.0003298497,0.0002844509,0.001013864,0.0005259043],"domain_scores_gemma":[0.9955023,0.003219648,0.0000810787,0.0002332911,0.0002196043,0.0007440669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000164989,0.001024156,0.9406391,0.0000241653,0.00004451142,0.000001100423,0.05117763,6.672788e-7,0.000006319708,0.0009711516,0.0002032012,0.00574305],"study_design_scores_gemma":[0.001002483,0.0006893287,0.9900925,0.0001048196,0.00002964804,0.000002904756,0.006783016,0.000009837159,0.000004750007,0.00005120866,0.001074903,0.0001546532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903021,0.001355315,0.000003562771,0.005538269,0.001275153,0.001312488,0.00001257682,0.00007586005,0.0001246701],"genre_scores_gemma":[0.99599,0.0002085728,0.00001982113,0.001490058,0.002052872,0.000190423,0.000008644791,0.00002346032,0.00001614409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04945339,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877710290991571,"score_gpt":0.4483085071569286,"score_spread":0.3995314042470129,"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."}}