{"id":"W201721865","doi":"","title":"Clinical predictors of urinary retention after pelvic reconstructive and stress urinary incontinence surgery.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Logistic regression; Urinary incontinence; Univariate analysis; Perioperative; Urinary retention; Surgery; Urinary Leakage; Multivariate analysis; 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":[0.001774703,0.000150339,0.0003871902,0.0003527579,0.00004032956,0.000009395812,0.00005359135,0.0001193551,0.00004488131],"category_scores_gemma":[0.0003629558,0.0001429175,0.0001612446,0.0002605976,0.0002823591,0.0002194336,0.0001122752,0.0002461917,0.000004245915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006582213,"about_ca_system_score_gemma":0.00002768219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002021925,"about_ca_topic_score_gemma":0.000006299936,"domain_scores_codex":[0.9981912,0.00009725779,0.000768357,0.0003558444,0.0002485467,0.0003388098],"domain_scores_gemma":[0.9986265,0.0004310791,0.0002732568,0.0003323946,0.0001222499,0.0002144755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030961,0.001580856,0.9328507,0.0002035857,0.0001577669,0.0002348073,0.00003304938,2.166652e-7,0.000003119863,0.00002965308,0.0001270643,0.06374825],"study_design_scores_gemma":[0.0007423164,0.0005674377,0.9966826,0.0000934424,0.000171866,0.0003065762,0.0001025586,0.000004878087,0.0001092202,0.00005704703,0.001040832,0.0001211934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920555,0.0003611391,0.0001020361,0.0001864812,0.0007865667,0.0009236557,0.00001740819,0.0000755935,0.005491617],"genre_scores_gemma":[0.9979835,0.0002461553,0.0003151913,0.00005787725,0.0002669162,0.0002828774,0.00001683292,0.00001880237,0.0008118668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06383196,"threshold_uncertainty_score":0.5828009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727477693754848,"score_gpt":0.269604014905663,"score_spread":0.2423292379681146,"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."}}