{"id":"W2104796749","doi":"10.1046/j.1439-0272.2003.00557.x","title":"Classification and diagnosis of prostatitis: a gold standard?","year":2003,"lang":"en","type":"article","venue":"Andrologia","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institutes of Health","keywords":"Prostatitis; Medicine; Urinalysis; Chronic bacterial prostatitis; Gold standard (test); Rectal examination; Urinary system; Urology; Physical examination; Urine; Lower urinary tract symptoms; Cystoscopy; Internal medicine; Prostate","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":[0.0002168011,0.00005463442,0.0001405134,0.00005360089,0.0000238867,0.000006940869,0.00002060736,0.00005076023,0.0001415597],"category_scores_gemma":[0.0001281314,0.00004257671,0.0000203922,0.0001099605,0.0001009476,0.00004007464,0.00001061559,0.00008862104,0.000006102717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001050971,"about_ca_system_score_gemma":0.00006130047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169486,"about_ca_topic_score_gemma":0.000003850137,"domain_scores_codex":[0.9994425,0.00004897628,0.0001189333,0.000129012,0.0001296141,0.0001309457],"domain_scores_gemma":[0.9996385,0.00007253314,0.00002906184,0.0001201571,0.00007649769,0.00006324148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156113,0.00009114348,0.9840037,0.0001244908,0.0000324779,0.00002882702,0.000207385,1.421204e-7,0.001303886,0.002359405,0.004234598,0.007398325],"study_design_scores_gemma":[0.002051387,0.00379186,0.9427044,0.00005964709,0.00006313105,0.0001145171,0.000285554,0.00003717313,0.0143658,0.002021209,0.03439602,0.0001092991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857383,0.001334138,0.00003905375,0.0006798467,0.00002313982,0.0003001098,0.00002017497,0.00001702791,0.01184824],"genre_scores_gemma":[0.996978,0.00183929,0.0005676589,0.00009842569,0.000008173115,0.00004941523,0.000009506301,0.00000594287,0.0004435911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412993,"threshold_uncertainty_score":0.1736228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641308952086802,"score_gpt":0.318142924636202,"score_spread":0.2817298351153339,"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."}}