{"id":"W1981533737","doi":"10.1086/382694","title":"Quinolone Resistance among Pneumococci: Therapeutic and Diagnostic Implications","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Levofloxacin; Medicine; Streptococcus pneumoniae; Quinolone; Pneumonia; Intensive care medicine; Antibiotic resistance; Community-acquired pneumonia; Drug resistance; Antibiotics; Microbiology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001070949,0.0001750214,0.0003605761,0.00009398505,0.0002986531,0.00003959881,0.00006198424,0.0001463592,0.00003641075],"category_scores_gemma":[0.001481594,0.0001474918,0.0002111842,0.0002670856,0.0006099128,0.0001059751,0.00004178708,0.000291714,0.0000813269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931467,"about_ca_system_score_gemma":0.0001853747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001530908,"about_ca_topic_score_gemma":0.0001423879,"domain_scores_codex":[0.9986882,0.00008293544,0.0004641608,0.0003952207,0.0001101831,0.000259368],"domain_scores_gemma":[0.9979627,0.0009099526,0.0001211283,0.0004323304,0.0001173329,0.0004565811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001028415,0.0009573484,0.9942401,0.00005002123,0.0001117476,0.00002638924,0.00001880819,0.00001326068,0.0003088832,0.002041246,0.00028902,0.001932886],"study_design_scores_gemma":[0.001573916,0.0003948665,0.9827195,0.0001163302,0.0003927719,0.00002210663,0.00001346389,0.00000245041,0.0000179918,0.009209096,0.00537467,0.000162872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910159,0.001306177,0.0002459454,0.003866398,0.0003001311,0.0005506391,0.00002973487,0.0005265798,0.002158471],"genre_scores_gemma":[0.9953852,0.001155393,0.000006189168,0.002716411,0.0003130653,0.0001772572,0.00001442104,0.00002710844,0.0002049558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152064,"threshold_uncertainty_score":0.601454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208626736098268,"score_gpt":0.3542329549704722,"score_spread":0.3221466876094895,"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."}}