{"id":"W2996417582","doi":"10.14740/jem.v9i6.629","title":"The Risk Factors for Asymptomatic Pyuria Among Patients With Type 2 Diabetes","year":2019,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyuria; Medicine; Internal medicine; Asymptomatic; Diabetes mellitus; Type 2 diabetes; Urinary system; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002782214,0.0002425004,0.0003230029,0.0005858224,0.0005512896,0.0004844462,0.0002002004,0.0003911854,0.001883679],"category_scores_gemma":[0.001986283,0.0001937243,0.0003723266,0.0008515997,0.0001705697,0.0003717436,0.0002760916,0.0007121731,0.0001440561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454187,"about_ca_system_score_gemma":0.00027128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619952,"about_ca_topic_score_gemma":0.002850018,"domain_scores_codex":[0.9997295,0.00005899083,0.00003452479,0.00004296503,0.00007040349,0.00006354241],"domain_scores_gemma":[0.9988445,0.0002118548,0.000521157,0.00003399181,0.00008199706,0.0003064619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003839948,0.00002399586,0.9989738,0.000005137146,0.00001005809,0.00009784435,0.00002000926,0.00000748237,0.0000378361,0.000003613351,0.00005477036,0.0007270097],"study_design_scores_gemma":[0.000005426004,0.00008130322,0.9989488,0.000009719354,0.0000191496,0.0006175968,0.0001170908,0.00007555727,0.00001408561,0.00001534435,0.00009350359,0.000002543192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982328,0.0008593433,0.00005771991,0.0001166431,0.00001798678,0.000007810639,0.0001396218,0.00000407267,0.000563892],"genre_scores_gemma":[0.9994984,0.0002084755,0.00006003515,0.00003388669,0.00002331084,0.000004153355,0.00009882777,9.322897e-7,0.00007193405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619952,"threshold_uncertainty_score":0.006301582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007305142102909399,"score_gpt":0.2360900737677937,"score_spread":0.2287849316648843,"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."}}