{"id":"W4410758298","doi":"10.1002/nau.70083","title":"Diagnostic Performances of Patient's Interview, Uroflowmetry Alone and Uroflowmetry Paired With Electromyography as Screening Tools to Identify Straining to Void","year":2025,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Electromyography; Gold standard (test); Diagnostic accuracy; Predictive value; Physical therapy; Urology; Internal medicine; Physical medicine and rehabilitation","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":[0.000331447,0.0002250198,0.0004388634,0.0007173722,0.0001488318,0.00004260862,0.0001236861,0.0001087517,0.00001642361],"category_scores_gemma":[0.0004907122,0.0001938414,0.00005499022,0.0009060659,0.0001705833,0.0001330826,0.0002264152,0.0004891446,0.000002437828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009275513,"about_ca_system_score_gemma":0.00007771378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003521368,"about_ca_topic_score_gemma":0.00002763724,"domain_scores_codex":[0.9983379,0.0001795465,0.0003310521,0.0004818434,0.000224666,0.0004450092],"domain_scores_gemma":[0.998651,0.0006608855,0.00006360644,0.0002687592,0.0001201635,0.0002355764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003397644,0.0002891249,0.7767044,0.0006774574,0.0004208553,0.0004902175,0.001364229,0.0001257569,0.008265581,0.0002995748,0.0002464229,0.2077187],"study_design_scores_gemma":[0.001706475,0.01241509,0.9802462,0.0002719565,0.0002544159,0.0003990001,0.0006309699,0.001299348,0.001115196,0.0001876592,0.001228781,0.0002448844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992839,0.001199162,0.001955192,0.002755124,0.00008995498,0.0006483407,0.00001981748,0.00004117878,0.0004522723],"genre_scores_gemma":[0.9953428,0.0007392061,0.001082882,0.002661905,0.00002396131,0.00003589289,0.00002556544,0.0000239175,0.00006390293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074738,"threshold_uncertainty_score":0.7904623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408593439940247,"score_gpt":0.3104035139115205,"score_spread":0.2963175795121181,"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."}}