{"id":"W2335588182","doi":"10.1016/j.juro.2012.02.2497","title":"2316 NONINVASIVE DIAGNOSIS OF BLADDER DYSFUNCTION IN PATIENTS WITH INTERSTITIAL CYSTITIS / PAINFUL BLADDER SYNDROME USING NEAR INFRARED SPECTROSCOPY","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interstitial cystitis; Medicine; Etiology; Urinary system; Urology; Urinary bladder; Lower urinary tract symptoms; Pathology; Internal medicine; Prostate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003910668,0.0004247763,0.0006856622,0.001600668,0.0003027843,0.000499811,0.0002845163,0.0008407339,0.01339606],"category_scores_gemma":[0.001993403,0.0002265823,0.0002632152,0.0005467315,0.000272815,0.0005628601,0.0003391732,0.0006771194,0.002859278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885893,"about_ca_system_score_gemma":0.0002895198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902106,"about_ca_topic_score_gemma":0.003128221,"domain_scores_codex":[0.9997004,0.00005963155,0.0000444293,0.0000287279,0.0001161377,0.00005063916],"domain_scores_gemma":[0.9994279,0.0001948063,0.00007873273,0.00001817779,0.0001274631,0.0001529538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005517573,0.0002630832,0.9295921,0.0002048814,0.00006437228,0.0130732,0.0001157061,0.00007976984,0.004794825,0.00005944023,0.005136685,0.04606426],"study_design_scores_gemma":[0.00006317205,0.0009246953,0.9283044,0.0004041475,0.0001101682,0.06086307,0.0005547603,0.001245131,0.002012231,0.0001504112,0.005326331,0.00004147929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398629,0.02005893,0.002279727,0.002732758,0.0003228394,0.0002185184,0.001072462,0.0002139602,0.03323806],"genre_scores_gemma":[0.9861849,0.005205415,0.002662635,0.0006893627,0.0002561359,0.00005758732,0.0005327325,0.00001876014,0.004392435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339606,"threshold_uncertainty_score":0.04481429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545300069098281,"score_gpt":0.2674290378357616,"score_spread":0.2519760371447788,"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."}}