{"id":"W3197650095","doi":"10.1097/ruq.0000000000000545","title":"Translabial Ultrasound for Assessment of Synthetic Midurethral Sling Complications","year":2021,"lang":"en","type":"article","venue":"Ultrasound Quarterly","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sling (weapon); Urinary incontinence; Ultrasound; Ultrasound imaging; Surgical planning; Radiology; Pelvic floor; Surgery","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":[0.0001460354,0.0002263971,0.0004715913,0.00008615606,0.0001306746,0.00003379805,0.0001145201,0.0001183896,0.0002449354],"category_scores_gemma":[0.0001323459,0.0002230142,0.000307206,0.0002307228,0.0001399751,0.00008727927,0.000003081986,0.0001498734,0.000015644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009960094,"about_ca_system_score_gemma":0.000336965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000353631,"about_ca_topic_score_gemma":0.00009081893,"domain_scores_codex":[0.9983367,0.00006270051,0.0004925561,0.0004375363,0.0003176499,0.000352837],"domain_scores_gemma":[0.9979355,0.0009391258,0.0001247665,0.0005699482,0.0002840035,0.0001466081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002545216,0.004720891,0.07588048,0.0009000803,0.001439602,0.0000367165,0.006642984,0.00004023279,0.8845615,0.008635765,0.001226054,0.01566114],"study_design_scores_gemma":[0.03198368,0.007819561,0.853364,0.001220442,0.004203896,0.00265121,0.0134095,0.001149248,0.04940198,0.02079871,0.01227644,0.001721326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598951,0.0004520366,0.031269,0.001303279,0.0002725722,0.0009507129,0.0003063875,0.00009492567,0.005455946],"genre_scores_gemma":[0.9721998,0.00002661783,0.02639632,0.0001932794,0.00007786957,0.0001419804,0.0005315922,0.00004073876,0.0003918147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8351595,"threshold_uncertainty_score":0.9094254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497258226202608,"score_gpt":0.3205613713513937,"score_spread":0.2955887890893676,"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."}}