{"id":"W2122234707","doi":"10.1086/313608","title":"Which Pneumococcal Serogroups Cause the Most Invasive Disease: Implications for Conjugate Vaccine Formulation and Use, Part I","year":2000,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":872,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pan American Health Organization","keywords":"Medicine; Pneumococcal disease; Pneumococcal conjugate vaccine; Pneumococcal infections; Conjugate vaccine; Streptococcus pneumoniae; Conjugate; Virology; Immunology; Intensive care medicine; Immunogenicity; Microbiology; Antibiotics; Antibody; Biology","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":[0.005379162,0.000404099,0.0008134537,0.001206599,0.0002403104,0.001453326,0.0003891655,0.0004102075,0.001108373],"category_scores_gemma":[0.01601772,0.000242698,0.00127331,0.001589443,0.0002984679,0.001246737,0.0003066322,0.0005466489,0.0003545154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006195502,"about_ca_system_score_gemma":0.0005805018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381185,"about_ca_topic_score_gemma":0.004843784,"domain_scores_codex":[0.998008,0.0008294826,0.0003324101,0.0002841216,0.0004069641,0.0001389938],"domain_scores_gemma":[0.9926964,0.003172279,0.002817877,0.0004297846,0.0006864278,0.0001971518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007280948,0.00008823161,0.9108381,0.0004333752,0.0005051871,0.0000967595,0.0001818217,0.001123441,0.004333062,0.0001875281,0.00177267,0.07971171],"study_design_scores_gemma":[0.00003395868,0.0005060376,0.9880227,0.0002168946,0.0004270551,0.0003383701,0.0002742233,0.001747729,0.00193573,0.0002697043,0.006210565,0.00001701859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531174,0.03364903,0.003171223,0.001764121,0.0002073885,0.0002341206,0.00488795,0.0000390265,0.00292979],"genre_scores_gemma":[0.9844537,0.008481832,0.002516044,0.0006219209,0.0001519741,0.00008073065,0.003282155,0.00003790198,0.0003737099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005379162,"threshold_uncertainty_score":0.02844805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441566310525933,"score_gpt":0.3635913983845034,"score_spread":0.3091757352792441,"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."}}