{"id":"W2464329253","doi":"","title":"First-step GyrA mutations in Streptococcus pneumoniae with Changing Fluoroquinolone Prescription Patterns","year":2006,"lang":"en","type":"article","venue":"44th Annual Meeting","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Streptococcus pneumoniae; Medical prescription; Medicine; Microbiology; Genetics; Biology; Bacteria; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006397034,0.0003907925,0.0006404854,0.0008999483,0.0006370522,0.0008350771,0.0003747954,0.001689634,0.002747316],"category_scores_gemma":[0.006293995,0.0003626651,0.0006258624,0.001434786,0.0004648002,0.000617011,0.0003330275,0.0008014326,0.0004223144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268831,"about_ca_system_score_gemma":0.000404061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380725,"about_ca_topic_score_gemma":0.006114175,"domain_scores_codex":[0.9992434,0.0001896082,0.00009985935,0.0001243576,0.0001025847,0.0002403483],"domain_scores_gemma":[0.9980541,0.0007223676,0.0003922681,0.00009004772,0.0002979531,0.0004432537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001456272,0.0001091888,0.9857212,0.00001162571,0.00005803062,0.004573383,0.0002665145,0.000200982,0.001881738,0.00003799119,0.0003244361,0.005358582],"study_design_scores_gemma":[0.00002842374,0.0002913435,0.9889558,0.000007198239,0.00005302168,0.008558576,0.0004546858,0.0007960115,0.0004922223,0.00009588642,0.0002531733,0.00001363945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991869,0.00007208329,0.00005095818,0.00009738426,0.00001763357,0.000003964517,0.00005337907,0.000002625529,0.0005150969],"genre_scores_gemma":[0.9995936,0.00003714423,0.00005006924,0.00004379006,0.00002457204,0.000002222482,0.00005426584,0.000002650987,0.0001917336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00380725,"threshold_uncertainty_score":0.009190738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007988343992536359,"score_gpt":0.2357890870777717,"score_spread":0.2278007430852353,"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."}}