{"id":"W2594566113","doi":"10.1007/s00192-017-3302-y","title":"Early voiding dysfunction after midurethral sling surgery: comparison of two management approaches","year":2017,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Boston Scientific Corporation","keywords":"Medicine; Sling (weapon); Surgery; Urinary incontinence; Urinary retention; Complication; Prospective cohort study","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":[0.0004182251,0.0001570756,0.0003786108,0.0003006278,0.000246191,0.00007827041,0.0002566023,0.00009496729,0.0005328018],"category_scores_gemma":[0.0002338575,0.0001424512,0.0002156296,0.00003097837,0.0001594701,0.0002144898,0.0001161877,0.0003464852,0.00005119781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077449,"about_ca_system_score_gemma":0.00005943728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002996203,"about_ca_topic_score_gemma":0.00003684742,"domain_scores_codex":[0.9985697,0.00006223903,0.0005119254,0.0002209038,0.000382527,0.0002527239],"domain_scores_gemma":[0.9987556,0.0001362962,0.0005839282,0.0002580274,0.0001602525,0.0001059136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005235153,0.0004863458,0.9760911,0.00002102541,0.001132665,0.0002841384,0.0002290454,0.00007921136,0.0001013934,0.0003295628,0.0008417565,0.01988016],"study_design_scores_gemma":[0.00331303,0.0001789119,0.9917756,0.0001178079,0.0002769371,0.000297269,0.0001767312,0.001539967,0.0003706656,0.0009595931,0.0008821248,0.0001114104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838235,0.0002566309,0.00103252,0.001945244,0.002501663,0.0001592424,0.000004678584,0.00001776259,0.01025875],"genre_scores_gemma":[0.9961309,0.0000391127,0.002293892,0.0001088255,0.0002989193,0.00002453957,0.00001500488,0.00001989017,0.001068867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976875,"threshold_uncertainty_score":0.5833806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658892475403316,"score_gpt":0.3374873844474802,"score_spread":0.2715981369071486,"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."}}