{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004515169,0.0002226113,0.0005811178,0.00004827241,0.0002116147,0.00004196117,0.000125569,0.0001624975,0.0004425203],"category_scores_gemma":[0.005070979,0.0001432786,0.0001825814,0.0001848836,0.0007588695,0.00009944302,0.0001535032,0.0005278065,0.00003203954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563046,"about_ca_system_score_gemma":0.0003034435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7182036,"about_ca_topic_score_gemma":0.7691796,"domain_scores_codex":[0.9974786,0.00065443,0.0006720533,0.0005139406,0.0001855846,0.0004953851],"domain_scores_gemma":[0.9937594,0.004638395,0.0001116121,0.0005556255,0.0001882359,0.0007467112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339814,0.0003247013,0.9503348,0.00002395816,0.0003084539,0.00001261209,0.00002586155,0.00002861804,0.00003967788,0.000008478866,0.04461792,0.004140954],"study_design_scores_gemma":[0.001008223,0.0003636854,0.9791217,0.00004149568,0.000256629,0.000005252717,0.0000895674,0.001816966,0.0000269875,0.0002120775,0.01690429,0.0001530697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807535,0.001287546,0.000008810373,0.01684271,0.0002017345,0.0003696023,0.0003280423,0.0001221208,0.00008590095],"genre_scores_gemma":[0.9821353,0.004696031,0.00001344679,0.01167257,0.000793537,0.00003458991,0.000575188,0.00002194523,0.00005742651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05097602,"threshold_uncertainty_score":0.6070802,"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."}}