{"id":"W3139580670","doi":"10.1016/j.vaccine.2021.02.069","title":"Invasive pneumococcal disease in Canada 2010–2017: The role of current and next-generation higher-valent pneumococcal conjugate vaccines","year":2021,"lang":"en","type":"article","venue":"Vaccine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Pneumococcal disease; Pneumococcal conjugate vaccine; Medicine; Serotype; Herd immunity; Pneumococcal polysaccharide vaccine; Population; Pediatrics; Streptococcus pneumoniae; Pneumococcal infections; Vaccination; Immunology; Environmental health; Antibiotics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533991,0.0006408488,0.0006659387,0.001991014,0.001809273,0.003183885,0.001391266,0.001501809,0.004775431],"category_scores_gemma":[0.004630689,0.000321891,0.001207475,0.00431377,0.001017522,0.001452785,0.001745723,0.002555265,0.0005558024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05716172,"about_ca_system_score_gemma":0.2027973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941086,"about_ca_topic_score_gemma":0.9966478,"domain_scores_codex":[0.9973183,0.0001512756,0.0001614281,0.0002309624,0.001076564,0.001061409],"domain_scores_gemma":[0.9935396,0.0001729642,0.0005634177,0.00006135981,0.003857343,0.001805353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009057383,0.0002301404,0.6277245,0.002095454,0.0005795039,0.0004696129,0.001040511,0.002228853,0.0008188877,0.006329217,0.2000106,0.1575669],"study_design_scores_gemma":[0.00009777804,0.0001424862,0.8397832,0.002843622,0.0003993659,0.0003958516,0.00279829,0.00298446,0.0003822463,0.0007829848,0.1492875,0.000102279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2756871,0.2997821,0.001863921,0.2372533,0.008811151,0.0002865616,0.1089497,0.0003732001,0.06699292],"genre_scores_gemma":[0.7876726,0.1477416,0.002423761,0.01770848,0.002747947,0.0001098031,0.03006677,0.0001166384,0.01141242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05716172,"threshold_uncertainty_score":0.4147393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467362348597305,"score_gpt":0.264385116047032,"score_spread":0.229711492561059,"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."}}