{"id":"W2017846516","doi":"10.1371/journal.pone.0118368","title":"A New Approach to Improving Healthcare Personnel Influenza Immunization Programs: A Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; St. Francis Xavier University; Ottawa Hospital; Institute for Clinical Evaluative Sciences; McMaster University; Public Health Ontario; York University; Bruyère; University of Ottawa","funders":"Bruyère Research Institute; Ottawa Hospital Research Institute; Canadian Institutes of Health Research; University of Ottawa","keywords":"Randomized controlled trial; Health care; Medicine; Immunization; MEDLINE; Immunology; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007567186,0.001911348,0.006023542,0.001582566,0.001561525,0.002010157,0.002018403,0.005285697,0.009205203],"category_scores_gemma":[0.009806812,0.001071697,0.003598723,0.001408585,0.002279542,0.002438765,0.001259668,0.004207365,0.0006740418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347341,"about_ca_system_score_gemma":0.006541387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165171,"about_ca_topic_score_gemma":0.0164741,"domain_scores_codex":[0.9917216,0.004975314,0.0008306782,0.001001404,0.0008485915,0.0006224406],"domain_scores_gemma":[0.9955374,0.001931623,0.000906782,0.0002777597,0.000356485,0.0009899385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9432892,0.01787714,0.0006597684,0.005906809,0.0027239,0.00005601208,0.0001412412,0.0003265519,0.0004217809,0.000368493,0.00115972,0.02706944],"study_design_scores_gemma":[0.9822506,0.01581125,0.0004855472,0.0002447456,0.0005419644,0.000006893476,0.00002542151,0.0001509075,0.0000543787,0.00008807229,0.0003324315,0.000007880807],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8428553,0.04314895,0.004233777,0.005635241,0.006734313,0.08811936,0.002481738,0.0005815576,0.006209818],"genre_scores_gemma":[0.8224448,0.01590018,0.01687099,0.0051752,0.00272878,0.1311678,0.001005497,0.00003900452,0.004667839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165171,"threshold_uncertainty_score":0.04001957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.23474889792153,"score_gpt":0.3691860214318856,"score_spread":0.1344371235103556,"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."}}