{"id":"W2168386503","doi":"10.1128/aac.00609-06","title":"Molecular Characterization of Increasing Fluoroquinolone Resistance in <i>Streptococcus pneumoniae</i> Isolates in Canada, 1997 to 2005","year":2006,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"Bayer Canada; Canadian Institutes of Health Research; AstraZeneca Canada; GlaxoSmithKline; University of Manitoba; AstraZeneca; Pfizer; Bristol-Myers Squibb; Sanofi; Abbott Laboratories","keywords":"Ciprofloxacin; Streptococcus pneumoniae; Gatifloxacin; Moxifloxacin; Levofloxacin; Microbiology; Quinolone; Serotype; Pulsed-field gel electrophoresis; Biology; Gemifloxacin; Ofloxacin; Antibacterial agent; Genotype; Antibiotics; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006080931,0.0001203216,0.0002463376,0.0001189255,0.0000294795,0.000009412393,0.00004150173,0.00005552909,0.00001667627],"category_scores_gemma":[0.00000451109,0.0001172126,0.00002751736,0.0002307813,0.00002543974,0.00004408571,0.00001212069,0.00008443643,9.777009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227314,"about_ca_system_score_gemma":0.0001659135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1112607,"about_ca_topic_score_gemma":0.3153671,"domain_scores_codex":[0.9991943,0.00002786764,0.0002954036,0.0001922411,0.00007338508,0.0002168089],"domain_scores_gemma":[0.9997234,0.000008660216,0.00007292114,0.0001159426,0.00002674377,0.00005233834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004982893,0.00008538922,0.330899,0.00003310016,0.000007178776,0.00002251738,0.00005212407,0.000007798634,0.6682561,0.00000480043,0.000332591,0.0002496288],"study_design_scores_gemma":[0.001044059,0.00002981154,0.8625494,0.0002585086,0.000006334387,0.000008703096,0.000008882735,0.00003618067,0.1236738,0.000005689938,0.01226145,0.0001171758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948791,0.00001646157,0.00001980586,0.004549029,0.00004285693,0.0003141553,0.0000326517,0.000008854357,0.0001370863],"genre_scores_gemma":[0.9944276,0.0001303951,0.00005152189,0.005229388,0.00002885507,0.000007694593,0.00003367219,0.00001649214,0.00007439576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445823,"threshold_uncertainty_score":0.8946575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004588832019003025,"score_gpt":0.212294472064418,"score_spread":0.2077056400454149,"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."}}