{"id":"W1966332197","doi":"10.1089/mdr.2011.0197","title":"Baseline Epidemiology of <i>Streptococcus pneumoniae</i> Serotypes in Canada Prior to the Introduction of the 13-Valent Pneumococcal Vaccine","year":2011,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Shared Health; Health Sciences Centre","funders":"Centers for Disease Control and Prevention; University of Manitoba","keywords":"Streptococcus pneumoniae; Serotype; Broth microdilution; Microbiology; Pneumococcal infections; Epidemiology; Antimicrobial; Pneumococcal vaccine; Virology; Medicine; Biology; Antibiotics; Internal medicine; Minimum inhibitory concentration","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007490317,0.0001759061,0.0004948938,0.00007957205,0.00009649165,0.000001242039,0.0002737945,0.00006274034,0.00006960374],"category_scores_gemma":[0.0005807382,0.0001047948,0.0001261481,0.0005196285,0.00009775737,0.00003031894,0.0000882125,0.0003328227,0.000005895567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676661,"about_ca_system_score_gemma":0.0007196268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1060466,"about_ca_topic_score_gemma":0.8855757,"domain_scores_codex":[0.9980519,0.0003918686,0.0007795462,0.0003224149,0.0001418778,0.0003124062],"domain_scores_gemma":[0.9985892,0.0001785904,0.0002921944,0.0006782978,0.0001737063,0.00008802123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003465854,0.0001949241,0.4128361,0.000205476,0.00004993724,0.000007622305,0.0005750823,0.0002567518,0.564826,0.0001129535,0.02004866,0.0005398365],"study_design_scores_gemma":[0.0006740539,0.00005884723,0.8056723,0.0001965599,0.00006931055,0.00001851194,0.0001533471,0.00001192948,0.1134078,0.00003183337,0.07957304,0.0001324347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737303,0.0002596993,0.00003416985,0.02413647,0.0006017842,0.0009337451,0.00005624341,0.0000120317,0.0002355484],"genre_scores_gemma":[0.9974656,0.00004002988,0.00006779876,0.001151257,0.000240145,0.00005084151,0.000004945871,0.0000172351,0.0009621114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7795291,"threshold_uncertainty_score":0.8999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443664962809608,"score_gpt":0.2316826726542256,"score_spread":0.2172460230261296,"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."}}