{"id":"W4417122101","doi":"10.3390/jcm14238485","title":"Characterizing Urine and Sediment in Individuals with Lower Urinary Tract Dysfunction Utilizing Intermittent Catheters","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Coloplast","keywords":"Urine; Bacteriuria; Urinary system; Sediment; Spinal cord injury; Urinary catheterization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513269,0.000318601,0.0003709343,0.001253508,0.0004535894,0.0007396639,0.0002751783,0.0004651363,0.0006673587],"category_scores_gemma":[0.002455151,0.0001565351,0.000271683,0.001061039,0.0003021041,0.0003338092,0.0004715724,0.0002326511,0.000120893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304177,"about_ca_system_score_gemma":0.0002528655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205781,"about_ca_topic_score_gemma":0.00260252,"domain_scores_codex":[0.9992852,0.0001943634,0.000099062,0.0001300103,0.0002052722,0.00008610481],"domain_scores_gemma":[0.9984939,0.0002389216,0.0008019952,0.00006223009,0.0002725395,0.000130284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141558,0.00003962974,0.9943687,0.00003120909,0.00002897163,0.0001409534,0.0001510387,0.00003016598,0.00231655,0.000007000124,0.00003485093,0.002736802],"study_design_scores_gemma":[0.000002478562,0.0003475973,0.9971311,0.00001623638,0.0000251902,0.0009892505,0.0003376401,0.0001173728,0.0008864844,0.00001096221,0.0001314727,0.000004201254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993188,0.0002359884,0.0001701017,0.00001429587,0.000002888,0.00001010194,0.00009103717,0.000004351681,0.0001524488],"genre_scores_gemma":[0.9990168,0.0001306161,0.0005849274,0.00003152963,0.000008304675,0.000009395293,0.0001350576,0.000002356232,0.00008095091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00205781,"threshold_uncertainty_score":0.00409162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589936032953219,"score_gpt":0.3755646710341174,"score_spread":0.3296653107045853,"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."}}