{"id":"W2980450973","doi":"10.33321/cdi.2019.43.51","title":"Invasive Pneumococcal Disease Surveillance, 1 April to 30 June 2018","year":2019,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"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":[0.000757412,0.0006870303,0.0004474003,0.002507219,0.0005315148,0.0008609056,0.0007364598,0.0004022683,0.007031385],"category_scores_gemma":[0.002124415,0.0002207551,0.0003161179,0.001520025,0.0001037675,0.0005031519,0.0009042533,0.0004089304,0.004158633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462308,"about_ca_system_score_gemma":0.00217456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04682931,"about_ca_topic_score_gemma":0.06728914,"domain_scores_codex":[0.9990317,0.00007762366,0.0001319575,0.0001859557,0.0004126741,0.0001601403],"domain_scores_gemma":[0.9986433,0.00004296639,0.000347322,0.00004521941,0.0006789666,0.0002421401],"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":[0.000683914,0.0003459402,0.3261894,0.0009230475,0.00009561362,0.0004259571,0.0004506342,0.0003399519,0.001510047,0.0004514256,0.5748245,0.0937596],"study_design_scores_gemma":[0.00006903925,0.0001931322,0.7863206,0.0004812632,0.00002455553,0.0003155032,0.0002184917,0.0003048421,0.0005897327,0.00009324847,0.2113768,0.00001269122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.128404,0.006274772,0.001212347,0.002808685,0.001528995,0.001843359,0.7590275,0.00116089,0.09773935],"genre_scores_gemma":[0.19328,0.006601239,0.002695055,0.002100524,0.001340489,0.001684541,0.7222409,0.0001674834,0.06988979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04682931,"threshold_uncertainty_score":0.09311348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353060756502086,"score_gpt":0.2988714571849017,"score_spread":0.2753408496198809,"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."}}