{"id":"W2052007827","doi":"10.1155/2005/406262","title":"Clinical NIRS of the urinary bladder – A demonstration case report","year":2005,"lang":"en","type":"article","venue":"Journal of Spectroscopy","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Urinary incontinence; Urology; Gold standard (test); Urinary system; Urinary bladder; Urination; Abdomen; Surgery; Internal medicine","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":[0.0009439195,0.0001168509,0.0004226222,0.00009235632,0.00005761932,0.00001602274,0.0001147248,0.00009582437,0.00009935162],"category_scores_gemma":[0.0003548124,0.0000712983,0.0003660935,0.0001652799,0.000237438,0.0001419731,0.00002990999,0.0006685777,0.00000351787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009045882,"about_ca_system_score_gemma":0.0002856694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007298778,"about_ca_topic_score_gemma":0.000002976175,"domain_scores_codex":[0.9981421,0.00006514408,0.001105355,0.0001322977,0.0003732505,0.0001818184],"domain_scores_gemma":[0.9985223,0.00008062374,0.0006710944,0.0003430099,0.0002383328,0.0001446308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.00184683,0.005576429,0.4160298,0.000142667,0.0007989375,0.09617742,0.000412479,0.00001459939,0.4184163,0.002633316,0.04636604,0.01158518],"study_design_scores_gemma":[0.001528964,0.003248371,0.04048999,0.000327109,0.000556207,0.5365058,0.0001538709,0.0003628238,0.4100308,0.001075523,0.005565526,0.0001549982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980371,0.0003870268,0.002776161,0.008191358,0.0002560512,0.0001623998,0.00000122102,0.00002728283,0.007827517],"genre_scores_gemma":[0.8939666,0.0001654073,0.1042904,0.0003414098,0.0009089835,9.945231e-7,4.100279e-7,0.00001415676,0.0003116539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403284,"threshold_uncertainty_score":0.290746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223544458052127,"score_gpt":0.3856883387166342,"score_spread":0.3634528941361129,"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."}}