{"id":"W2809835222","doi":"10.1093/jac/dky156","title":"Antimicrobial susceptibility testing of invasive isolates of Streptococcus pneumoniae from Canadian patients: the SAVE study, 2011–15","year":2018,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Shared Health","funders":"Merck Canada; Pfizer Canada; Public Health Agency; Diagnostic Services Manitoba; Pfizer; Public Health Agency of Canada; University of Manitoba; National Metallurgical Laboratory, Council for Scientific and Industrial Research","keywords":"Clindamycin; Broth microdilution; Streptococcus pneumoniae; Microbiology; Penicillin; Medicine; Antimicrobial; Ceftriaxone; Trimethoprim; Clarithromycin; Antibiotics; Minimum inhibitory concentration; Biology","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":[0.001051723,0.0007169491,0.0006940259,0.001683133,0.001846956,0.001001187,0.001065236,0.0005522027,0.001031047],"category_scores_gemma":[0.002479603,0.0004745493,0.0006802937,0.003027664,0.0007139556,0.0004650116,0.0007892806,0.0006502318,0.0002254337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02274405,"about_ca_system_score_gemma":0.0270952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9719737,"about_ca_topic_score_gemma":0.9871534,"domain_scores_codex":[0.9980752,0.0000584016,0.00008795508,0.0002058181,0.001213431,0.0003590612],"domain_scores_gemma":[0.9972396,0.00009545846,0.0005575793,0.00009011808,0.00152952,0.000487738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003456227,0.00007889709,0.9900936,0.0001037837,0.00009894497,0.0001344706,0.0005624061,0.0001022883,0.000962532,0.00002931795,0.001272346,0.00621567],"study_design_scores_gemma":[0.000008002462,0.00007487478,0.9985597,0.00001423237,0.00002889636,0.0001004046,0.0002418957,0.00006164309,0.0001316896,0.000002931491,0.0007685021,0.000007345161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911814,0.0007518005,0.00009593774,0.0001540125,0.00001065033,0.000077526,0.005579533,0.00001809546,0.002131144],"genre_scores_gemma":[0.9925638,0.000797059,0.0003597202,0.0001622429,0.00001358011,0.00002785977,0.005104874,0.000007592021,0.0009632132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9719737,"threshold_uncertainty_score":0.1650204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159582343945373,"score_gpt":0.2596762920950375,"score_spread":0.2437180577005002,"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."}}