{"id":"W4210242399","doi":"10.1093/jac/dkac034","title":"PCV-15 and PPSV-23 coverage of invasive and respiratory tract <i>Streptococcus pneumoniae</i>, including MDR and XDR isolates: CANWARD 2007–20","year":2022,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Streptococcus pneumoniae; Levofloxacin; Penicillin; Microbiology; Serotype; Respiratory tract infections; Medicine; Trimethoprim; Pneumococcal infections; Sulfamethoxazole; Biology; Respiratory system; Virology; Antibiotics; 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":[0.0007772404,0.0005094976,0.0003950402,0.001639334,0.001090526,0.00123146,0.0009734032,0.0004798403,0.002450818],"category_scores_gemma":[0.001993306,0.0003462977,0.0005566285,0.002909888,0.0004806088,0.0004632894,0.0006365263,0.0006408949,0.0003678149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0207496,"about_ca_system_score_gemma":0.02771442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840863,"about_ca_topic_score_gemma":0.9920195,"domain_scores_codex":[0.9983695,0.00007527388,0.00008136843,0.0003095272,0.0007204132,0.0004439446],"domain_scores_gemma":[0.9966871,0.0001299534,0.0004732804,0.00009371252,0.002065472,0.0005505611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522685,0.00004439071,0.9879479,0.00005920796,0.0001198376,0.00006512224,0.0002185371,0.0002732628,0.0005971771,0.00007203434,0.003897667,0.006452527],"study_design_scores_gemma":[0.00001383164,0.00007793692,0.9964561,0.0000273801,0.00004916349,0.00008620302,0.0003551989,0.0002868869,0.0004277935,0.00001151578,0.002199006,0.000009032874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618421,0.001978043,0.0002725615,0.0004867222,0.00003342423,0.0001037808,0.02709471,0.00005297549,0.008135593],"genre_scores_gemma":[0.9780175,0.001005677,0.0005199839,0.0002309702,0.00002127995,0.00003380482,0.01738465,0.00001679338,0.00276923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0207496,"threshold_uncertainty_score":0.1505496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896406662479397,"score_gpt":0.2706662590344975,"score_spread":0.2517021924097035,"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."}}