{"id":"W4367668094","doi":"10.1093/jac/dkad065","title":"Antimicrobial susceptibility testing of invasive isolates of <i>Streptococcus pneumoniae</i> from Canadian patients: the SAVE study, 2011–2020","year":2023,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Pfizer Canada; Public Health Agency of Canada; University of Manitoba","keywords":"Streptococcus pneumoniae; Levofloxacin; Penicillin; Microbiology; Meningitis; Medicine; Broth microdilution; Ceftriaxone; Antimicrobial; Trimethoprim; Sulfamethoxazole; Biology; Antibiotics; Minimum inhibitory concentration; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007306914,0.0006252656,0.0005585034,0.001197371,0.001633395,0.0008213021,0.0007759565,0.0004916565,0.000867156],"category_scores_gemma":[0.001737598,0.0003880903,0.0005245496,0.002225216,0.0005188378,0.0003657239,0.0005293231,0.000696518,0.0002362806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01403291,"about_ca_system_score_gemma":0.01788715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9617037,"about_ca_topic_score_gemma":0.9746566,"domain_scores_codex":[0.9989647,0.00003956409,0.0000567546,0.0001295149,0.0005639347,0.0002454868],"domain_scores_gemma":[0.9979019,0.00007801682,0.0003611945,0.00005972853,0.00120212,0.0003970728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004106431,0.00008635314,0.9880328,0.0001258024,0.00007129037,0.0002049066,0.0006340761,0.0001304905,0.001517952,0.00003016921,0.001358824,0.007396802],"study_design_scores_gemma":[0.00001327489,0.0001423043,0.9977081,0.00002335963,0.00003372807,0.0002139994,0.0003515608,0.0001127232,0.0002338168,0.000004119792,0.001153765,0.000009255168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929502,0.000701171,0.0001085544,0.0001630101,0.00001109396,0.00007246311,0.003939146,0.00001386153,0.002040484],"genre_scores_gemma":[0.9938087,0.0007093893,0.000287301,0.0001671526,0.00001538902,0.00002359105,0.00411933,0.000006297683,0.0008627867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03829628,"threshold_uncertainty_score":0.1018164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570838314774139,"score_gpt":0.2554127412607494,"score_spread":0.239704358113008,"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."}}