{"id":"W2134535764","doi":"10.1086/427292","title":"Fluoroquinolone Susceptibility among Mycobacterium tuberculosis Isolates from the United States and Canada","year":2005,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isoniazid; Medicine; Ciprofloxacin; Tuberculosis; Rifampicin; Mycobacterium tuberculosis; Antibiotics; Antibacterial agent; Drug resistance; Microbiology; Internal medicine; Biology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005711482,0.0003177274,0.0003283472,0.001966358,0.002058693,0.0009310339,0.0008036462,0.0006112611,0.001350686],"category_scores_gemma":[0.002942476,0.0002753098,0.000242442,0.003423368,0.0006074827,0.0001727904,0.0005621253,0.0003970904,0.0002365225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01650938,"about_ca_system_score_gemma":0.01964294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838015,"about_ca_topic_score_gemma":0.9891489,"domain_scores_codex":[0.9988772,0.00007338502,0.00009591075,0.0001587499,0.0005402062,0.0002544936],"domain_scores_gemma":[0.9973997,0.00018567,0.0002014564,0.0000362094,0.001735191,0.0004418391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004069233,0.00009333315,0.9602683,0.0002517588,0.00007573827,0.001253088,0.002644223,0.0003479337,0.00449916,0.0001884224,0.003370234,0.02660095],"study_design_scores_gemma":[0.00005226875,0.00009257081,0.9895975,0.0001306666,0.00005393684,0.0009507597,0.001687387,0.0003432011,0.0008986769,0.00005292418,0.006115171,0.00002495555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853779,0.004295252,0.0002059806,0.0005757469,0.00002549841,0.0001215591,0.004202416,0.00002354581,0.005172038],"genre_scores_gemma":[0.9934106,0.001959157,0.0005176402,0.0004203471,0.0000121662,0.00002767698,0.002296087,0.000008468706,0.001347785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01650938,"threshold_uncertainty_score":0.1197845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544947974175921,"score_gpt":0.3316370353605858,"score_spread":0.3061875556188265,"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."}}