{"id":"W1835382735","doi":"10.1080/21645515.2015.1046662","title":"Universal tetanus, diphtheria, acellular pertussis (Tdap) vaccination of adults: What Canadian health care providers know and need to know","year":2015,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Martha's Regional Hospital; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; St. Francis Xavier University; Dalhousie University","funders":"Sanofi Pasteur; GlaxoSmithKline","keywords":"Diphtheria; Medicine; Tetanus; Focus group; Vaccination; Family medicine; Whooping cough; Health care; Public health; Pertussis vaccine; Pediatrics; Immunization; Nursing; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002140105,0.0003272387,0.0004973079,0.0004157212,0.0004006257,0.0001091201,0.0002551228,0.0002664929,0.00035444],"category_scores_gemma":[0.00002205838,0.000306849,0.00009089022,0.0003100685,0.00004118015,0.0004352348,0.00007267525,0.0002057529,0.00004310063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443246,"about_ca_system_score_gemma":0.0004123688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05194997,"about_ca_topic_score_gemma":0.07163747,"domain_scores_codex":[0.9983823,0.0002161228,0.00049517,0.0003711218,0.00003910767,0.0004962229],"domain_scores_gemma":[0.9986821,0.00004188952,0.000226818,0.0004545392,0.0004507835,0.0001438395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002205382,0.0006186019,0.02141245,0.0004530232,0.001534241,0.000005913649,0.08722904,0.00005809766,0.3871182,0.002607005,0.01463475,0.4821233],"study_design_scores_gemma":[0.01028675,0.003280093,0.0324329,0.0006411954,0.0002417025,0.00008978459,0.06246276,0.00001921157,0.02359702,0.0001322833,0.8656896,0.001126749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199092,0.07467583,0.00006048246,0.002863638,0.001292806,0.0008794948,0.00006919049,0.00009623755,0.0001530702],"genre_scores_gemma":[0.9960956,0.002058614,0.0001234619,0.0004420814,0.0000831736,0.00002236939,0.0002617549,0.00006026523,0.0008526682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8510548,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577403086118014,"score_gpt":0.2583059918572653,"score_spread":0.2425319609960852,"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."}}