{"id":"W2585718459","doi":"10.1155/2017/4042686","title":"Urinary Tract Infections among HIV-Positive Pregnant Women in Mwanza City, Tanzania, Are High and Predicted by Low CD4+ Count","year":2017,"lang":"en","type":"article","venue":"International Journal of Microbiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Northwestern University","keywords":"Medicine; Algorithm; Logistic regression; Population; Urinary system; Obstetrics; Internal medicine; Mathematics; Environmental health","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":[0.0003874142,0.0001697256,0.0003658441,0.0004320643,0.0001282445,0.00007198632,0.0002974372,0.0001370154,0.0002250974],"category_scores_gemma":[0.0002111079,0.0001506397,0.00008420788,0.00005028743,0.000281434,0.0003725285,0.0001795769,0.0004893229,0.000007277819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006539263,"about_ca_system_score_gemma":0.00009759524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691896,"about_ca_topic_score_gemma":0.00004151024,"domain_scores_codex":[0.9987833,0.00008291058,0.0005170515,0.0002092842,0.0001436777,0.0002638143],"domain_scores_gemma":[0.9983913,0.0001028372,0.0007870229,0.0002008541,0.0003906268,0.0001273073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006434792,0.009659667,0.965871,0.00002823135,0.0009092578,0.002045073,0.0004056696,0.00004197248,0.01551449,0.00007350898,0.004167242,0.0006404012],"study_design_scores_gemma":[0.003679317,0.003636448,0.9783829,0.000681983,0.00007300836,0.00671665,0.0001357611,0.00003305689,0.001068742,0.0001486102,0.005301508,0.0001419467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946686,0.0001588259,0.0001458225,0.002825395,0.0009222724,0.0002431458,0.0002866111,0.0000152979,0.0007340173],"genre_scores_gemma":[0.9982776,0.0003813041,0.00007668776,0.0002263273,0.0002280627,0.0000169061,0.00006928218,0.00001576799,0.0007080687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444575,"threshold_uncertainty_score":0.6142907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280983870665881,"score_gpt":0.2570221841804381,"score_spread":0.2497412003097722,"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."}}