{"id":"W4407189660","doi":"10.1002/nau.70002","title":"Impact of Bladder Management Strategies on Autonomic Dysreflexia Severity in People With Spinal Cord Injuries","year":2025,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Autonomic dysreflexia; Medicine; Spinal cord injury; Bowel management; Univariate analysis; Neurogenic bladder dysfunction; Quality of life (healthcare); Multivariate analysis; Spinal cord; Anesthesia; Surgery; Urology; Urinary bladder; Internal medicine; Constipation","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":[0.000129105,0.0001607653,0.0003232282,0.0003620366,0.00004414311,0.0000151062,0.0001015481,0.00009019663,0.00003124322],"category_scores_gemma":[0.00002217796,0.0001269897,0.00004646167,0.0003196421,0.000230945,0.00006668142,0.00009759052,0.0004269686,0.000003779173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006713851,"about_ca_system_score_gemma":0.000219494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213445,"about_ca_topic_score_gemma":0.0002423994,"domain_scores_codex":[0.999023,0.00007433607,0.000207399,0.0003102616,0.0001181916,0.0002667993],"domain_scores_gemma":[0.9995188,0.00004879862,0.00005429892,0.0002773548,0.00004867318,0.00005205606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08857659,0.0004703557,0.8820007,0.00025787,0.0002868185,0.0002250776,0.0000376551,0.0004310444,0.0006280538,0.01746237,0.0001414318,0.009482038],"study_design_scores_gemma":[0.001150105,0.02184292,0.9734671,0.00003536452,0.00006557385,0.00003933877,0.0000802217,0.002357898,0.00001649033,0.0008030568,0.0000638167,0.0000781804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895658,0.00003854488,0.0001094619,0.0008561939,0.00005778877,0.000337674,0.000007483649,0.00002500324,0.009002081],"genre_scores_gemma":[0.999014,0.00009586313,0.0001585108,0.0003649471,0.000009830474,0.00001460245,0.000007809122,0.00001220252,0.000322202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09146634,"threshold_uncertainty_score":0.517849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425593751953421,"score_gpt":0.3717790858438464,"score_spread":0.3575231483243122,"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."}}