{"id":"W2938269220","doi":"10.1097/spv.0000000000000724","title":"The Preferred Catheter Type After Prolapse Surgery: A Survey Study of Surgeons","year":2019,"lang":"en","type":"article","venue":"Female Pelvic Medicine & Reconstructive Surgery","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Catheter; Urinary retention; Indwelling catheter; Urinary catheter; Surgery; Preference","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002377077,0.0001712767,0.0002638245,0.001115692,0.0004495933,0.0007489003,0.0002533324,0.0004448903,0.002332937],"category_scores_gemma":[0.010075,0.0002675598,0.0003396578,0.001203625,0.0003379293,0.0009052089,0.000571554,0.0004402108,0.0004951688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607258,"about_ca_system_score_gemma":0.0005246436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987616,"about_ca_topic_score_gemma":0.003657693,"domain_scores_codex":[0.9980124,0.0008052494,0.0003113601,0.0001554758,0.0004479093,0.0002675625],"domain_scores_gemma":[0.9891701,0.003649934,0.004949481,0.0001693414,0.001210284,0.0008507375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006381248,0.00006751026,0.9961779,0.00002973123,0.00002539082,0.00004599481,0.001068812,0.00002417938,0.0001312132,0.000009988751,0.0001348631,0.00222062],"study_design_scores_gemma":[0.00000976129,0.0004332404,0.9897755,0.00004134305,0.00001356611,0.0003677488,0.008497689,0.0001900377,0.0000803212,0.00001507555,0.000563664,0.00001214035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99928,0.0001107143,0.00005619202,0.00007672836,0.000003843442,0.00001140612,0.0001340159,0.000001033123,0.0003260795],"genre_scores_gemma":[0.9993677,0.000161277,0.00009353549,0.00008805797,0.000006800216,0.00002034742,0.0001190335,0.000001764398,0.0001415155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002987616,"threshold_uncertainty_score":0.01257133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457857119145451,"score_gpt":0.2884336906269445,"score_spread":0.2426479787123994,"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."}}