{"id":"W2888834461","doi":"10.14745/ccdr.v40i03a01","title":"Pertussis Surveillance in Canada: Trends to 2012","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Incidence (geometry); Outbreak; Epidemiology; Medicine; Disease; Pediatrics; Immunization; Whooping cough; Demography; Environmental health; Vaccination; Immunology; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002346562,0.0001507528,0.0003131021,0.0000746712,0.0001780104,0.00001152507,0.0002876871,0.00004641513,0.001014829],"category_scores_gemma":[0.0002099583,0.0001422564,0.00004019922,0.0002607134,0.00002174934,0.00005465224,0.0001405318,0.0001774871,0.000008892895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651473,"about_ca_system_score_gemma":0.003790853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995425,"about_ca_topic_score_gemma":0.9999762,"domain_scores_codex":[0.9987897,0.0002187164,0.0003627767,0.0002232259,0.00003314693,0.0003724303],"domain_scores_gemma":[0.998536,0.0001128139,0.00009017345,0.00104129,0.00007293301,0.0001467715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156361,0.0000838142,0.6907321,0.00001844913,0.00008740756,0.000109522,0.00001627626,0.0001924409,0.002507884,0.000179048,0.2946471,0.01131031],"study_design_scores_gemma":[0.000179869,0.000006565896,0.4627753,0.00001110589,0.000006378506,0.00004141519,0.00002180583,0.000008881369,0.00006970886,0.000003666612,0.5367535,0.0001217919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875028,0.001487917,0.00000796646,0.003403476,0.001209367,0.00009400697,0.0000981112,0.00002626726,0.006170135],"genre_scores_gemma":[0.9934593,0.00003021826,0.000008946955,0.0005043715,0.00002554657,0.00003731597,0.0002816838,0.00001438457,0.005638245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421063,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009351654886472943,"score_gpt":0.216275290373572,"score_spread":0.2069236354870991,"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."}}