{"id":"W2889280169","doi":"10.14745/ccdr.v40i03a04","title":"A Survey of Pertussis Surveillance and Immunization Practices in Canada, 2012","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Immunization; Environmental health; Medicine; Population; Outbreak; Health care; Standardization; Routine immunization; Economic growth; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001083654,0.0004410992,0.0004110274,0.002958766,0.002337552,0.0009975315,0.001035131,0.0003219463,0.001704506],"category_scores_gemma":[0.003418887,0.0003677385,0.0004810012,0.008887999,0.0003865081,0.0003483026,0.0006661609,0.0006074489,0.0004152592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05631125,"about_ca_system_score_gemma":0.09691089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976539,"about_ca_topic_score_gemma":0.9979551,"domain_scores_codex":[0.9981936,0.00007782854,0.0001622074,0.0001699487,0.001047528,0.0003489314],"domain_scores_gemma":[0.9955024,0.0000875378,0.0004235355,0.00005415043,0.003161737,0.0007706909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001977975,0.00009406779,0.9379773,0.0006192349,0.0001117183,0.0001424791,0.001003656,0.0003617043,0.0005627562,0.00019622,0.02986152,0.02887166],"study_design_scores_gemma":[0.00001121299,0.00003480165,0.9925498,0.00008703978,0.00002390355,0.00005589905,0.0005508402,0.0002428476,0.00012945,0.00001277625,0.006290519,0.00001094264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588334,0.007755687,0.001198593,0.003753837,0.0001010398,0.001194482,0.3086522,0.0003439521,0.01816682],"genre_scores_gemma":[0.9294113,0.00537766,0.003400447,0.00159456,0.00003097143,0.000346363,0.05207946,0.00003826935,0.007720933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05631125,"threshold_uncertainty_score":0.4085686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019408991697644,"score_gpt":0.2457422371972103,"score_spread":0.2263332454995663,"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."}}