{"id":"W2116911541","doi":"10.1086/315761","title":"Molecular Epidemiology of<i>Streptococcus pneumoniae</i>Causing Invasive Disease in 5 Countries","year":2000,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Serotype; Streptococcus pneumoniae; Penicillin; Epidemiology; Molecular epidemiology; Bacteremia; Case fatality rate; Pneumococcal infections; Biology; Microbiology; Typing; Multilocus sequence typing; Pneumococcal disease; Antibiotics; Virology; Medicine; Genotype; Internal medicine","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":[0.0009290834,0.0003971364,0.0003683875,0.00127817,0.0004637557,0.000919431,0.000303252,0.0004978198,0.0004455296],"category_scores_gemma":[0.002026686,0.0004010052,0.0003537056,0.001196123,0.0004076982,0.0003199131,0.0004522978,0.0003689477,0.0001321501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006775325,"about_ca_system_score_gemma":0.0004901857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167923,"about_ca_topic_score_gemma":0.01069667,"domain_scores_codex":[0.9992005,0.0002909438,0.00008309852,0.0001415588,0.00008322208,0.0002006141],"domain_scores_gemma":[0.9981426,0.0002069748,0.0009545624,0.00009142295,0.0003114087,0.0002931128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327417,0.00001972408,0.9980472,0.000008605307,0.0000252647,0.00008419553,0.0001044403,0.0000763503,0.0004896442,0.00001399158,0.00005481132,0.0009428242],"study_design_scores_gemma":[0.000009519751,0.000149541,0.9988235,0.000008009136,0.00001428705,0.0003325412,0.0002742619,0.0000825825,0.0001120429,0.000004935429,0.0001853101,0.000003534142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995527,0.0001248362,0.00004177625,0.00001257457,0.000001444136,0.000008705386,0.0001364065,0.000002184642,0.0001193879],"genre_scores_gemma":[0.9992481,0.00009373404,0.0001463124,0.00002525608,0.000002810007,0.00001032409,0.0004314234,0.000001301701,0.00004064733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167923,"threshold_uncertainty_score":0.03338909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355882030078252,"score_gpt":0.2883371305256995,"score_spread":0.2747783102249169,"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."}}