{"id":"W2982061528","doi":"10.1093/ofid/ofz360.2405","title":"2728. Proportion of Invasive Pneumococcal Disease Potentially Covered by Current and Next-Generation of Higher-Valency Pneumococcal Conjugate Vaccines in Canada, 2010–2016","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"","keywords":"Medicine; Pneumococcal conjugate vaccine; Pneumococcal disease; Pediatrics; Age groups; Serotype; Young adult; Streptococcus pneumoniae; Demography; Internal medicine; Immunology; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008971401,0.0002708202,0.0005848803,0.0001723477,0.0001038847,0.00004933945,0.0001425758,0.00007292345,0.000302767],"category_scores_gemma":[0.0001265483,0.0002324617,0.0001184003,0.0002562901,0.00008382199,0.0005107919,0.0001567298,0.0001645556,0.00001064972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583172,"about_ca_system_score_gemma":0.002670985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07803842,"about_ca_topic_score_gemma":0.07870954,"domain_scores_codex":[0.9981055,0.0001096208,0.0006863609,0.0004360097,0.0003375123,0.000325029],"domain_scores_gemma":[0.9985313,0.00006627208,0.0004076905,0.000354746,0.0002630631,0.000376873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798324,0.0006889308,0.8066953,0.0003976034,0.00006731274,0.00001301969,0.0000170675,0.00008005444,0.1888398,0.0001234373,0.001311543,0.00158603],"study_design_scores_gemma":[0.003040875,0.0005678743,0.9891338,0.0004176516,0.0002574085,0.00001209261,0.00004987725,0.0001824977,0.003921675,0.0001598185,0.001978725,0.0002777567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944226,0.001110656,0.00001195084,0.0006956969,0.0008597359,0.002045056,0.0004491624,0.00002315826,0.0003820516],"genre_scores_gemma":[0.9983761,0.0005811438,0.00000168543,0.0002073775,0.00005901177,0.000142284,0.0002806428,0.00003008833,0.00032161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849182,"threshold_uncertainty_score":0.9479515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029831411735833,"score_gpt":0.2649214335105008,"score_spread":0.2446231193931425,"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."}}