{"id":"W3026523844","doi":"10.33321/cdi.2020.44.38","title":"Invasive Pneumococcal Disease Surveillance, 1 April to 30 June 2019","year":2020,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Health Pathology; Queensland Health","keywords":"Pneumococcal disease; Serotype; Pneumococcal conjugate vaccine; Quarter (Canadian coin); Medicine; Conjugate vaccine; Streptococcus pneumoniae; Pediatrics; Pneumococcal infections; Virology; Immunization; Immunology; Biology; Microbiology; Antibody; Geography; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008222883,0.00068376,0.0004364837,0.002888644,0.0005546015,0.001094986,0.000666722,0.0005154747,0.005535582],"category_scores_gemma":[0.00222581,0.000263898,0.000416073,0.001653844,0.0001237353,0.0004714606,0.001009282,0.0004806379,0.003947585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203859,"about_ca_system_score_gemma":0.003662127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09922533,"about_ca_topic_score_gemma":0.1409674,"domain_scores_codex":[0.998985,0.00009508682,0.0001534768,0.0001476086,0.0004138829,0.0002050102],"domain_scores_gemma":[0.9984938,0.00004993485,0.0003696166,0.00004668532,0.0007212448,0.0003187777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007982958,0.0002769948,0.4154989,0.001074183,0.0001481476,0.00060169,0.0003617583,0.0005892813,0.002261608,0.0006398564,0.4876133,0.09013596],"study_design_scores_gemma":[0.00004743559,0.0001687761,0.8606551,0.0004458774,0.0000298438,0.0003813275,0.0002120188,0.0004312274,0.0008574459,0.0001147735,0.136634,0.00002221092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1181422,0.007616401,0.001424393,0.003804484,0.001991139,0.001306099,0.7394574,0.0009277978,0.12533],"genre_scores_gemma":[0.2563955,0.00694936,0.002136871,0.002822834,0.001198931,0.001366879,0.6589553,0.00009641666,0.07007786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09922533,"threshold_uncertainty_score":0.1972955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375657308985818,"score_gpt":0.3055192533160406,"score_spread":0.2679535224174588,"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."}}