{"id":"W3173386439","doi":"10.1097/won.0000000000000773","title":"What Do Nurses Prefer? A Cross-sectional Study of Catheter Preference After Pelvic Organ Prolapse Surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Catheter; Demographics; Cross-sectional study; Preference; Urinary catheterization; Nursing; Emergency medicine; Surgery; Demography","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":[0.002671006,0.0001327868,0.0002717859,0.0005845964,0.0005548468,0.0007396674,0.0002998261,0.0005192388,0.001340357],"category_scores_gemma":[0.01010296,0.0002356093,0.0003137929,0.0006051908,0.0003160302,0.0008512448,0.0004837653,0.000603855,0.0002660286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781325,"about_ca_system_score_gemma":0.0005756681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380813,"about_ca_topic_score_gemma":0.00620084,"domain_scores_codex":[0.9984602,0.0006806682,0.0002042665,0.000138428,0.0003288914,0.0001875758],"domain_scores_gemma":[0.9935115,0.001907836,0.002859428,0.0001475819,0.0008016683,0.0007720428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000588709,0.0001087072,0.9947584,0.00004071876,0.0000338103,0.00005748156,0.002319395,0.00002200021,0.0001320841,0.00001301513,0.0001642432,0.002291281],"study_design_scores_gemma":[0.00001012763,0.0005523252,0.9803916,0.00005958068,0.00001900421,0.0004028266,0.01749256,0.0002285018,0.00007850577,0.0000338894,0.0007173368,0.00001376111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994318,0.0001068232,0.0000465759,0.00009447766,0.000007148513,0.00000915326,0.00005942861,5.872448e-7,0.0002440531],"genre_scores_gemma":[0.9992316,0.000152623,0.0001200948,0.000214235,0.000008273186,0.00002587552,0.00009612117,0.000001225766,0.0001501249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003380813,"threshold_uncertainty_score":0.01412576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302892481642235,"score_gpt":0.3134491293200557,"score_spread":0.2804202045036334,"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."}}