{"id":"W2110662232","doi":"10.3122/jabfm.2011.04.100007","title":"Urine Clarity Inaccurate to Rule Out Urinary Tract Infection in Women","year":2011,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toledo","keywords":"Medicine; Urine; Urinary system; Urine sample; CLARITY; Population; Sample (material); Internal medicine; Environmental health","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":[0.001935814,0.0002082892,0.0007552746,0.000518341,0.00007249274,0.000003162918,0.0003982902,0.00003489872,0.00008319551],"category_scores_gemma":[0.0004135317,0.0001096122,0.000143352,0.0009338564,0.0005121698,0.0001419418,0.000153423,0.000722971,0.00001439887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860022,"about_ca_system_score_gemma":0.0001071889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708359,"about_ca_topic_score_gemma":0.00003016848,"domain_scores_codex":[0.9977373,0.0003523913,0.0008755529,0.0001295804,0.0005883091,0.0003168711],"domain_scores_gemma":[0.9977219,0.000147744,0.001100661,0.0006161417,0.0002214973,0.0001920961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01942707,0.01467451,0.8662919,0.0003311711,0.001055753,0.0005363952,0.02758909,0.0004529129,0.03145504,0.0000908068,0.01431595,0.02377934],"study_design_scores_gemma":[0.001775453,0.01676782,0.9731523,0.0004025039,0.000300659,0.0005330073,0.002384174,0.00001360967,0.00052713,0.0002722792,0.003771152,0.00009984566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987471,0.0001551785,0.0001941134,0.006031265,0.0005473332,0.0004190051,0.000001384027,0.00001766063,0.005163026],"genre_scores_gemma":[0.9954033,0.0007992352,0.0002912941,0.002807925,0.0002734767,0.000009762583,2.995633e-7,0.00002414282,0.0003905288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068604,"threshold_uncertainty_score":0.4469856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584012431235332,"score_gpt":0.3263250127765934,"score_spread":0.2604848884642401,"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."}}