{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004401727,0.0001586541,0.0004067101,0.000261623,0.0001047143,0.0002414331,0.00006550129,0.00006802478,0.0001868701],"category_scores_gemma":[0.0001478165,0.0001325233,0.0001352911,0.0002820871,0.0001308609,0.0009394526,0.00002686041,0.0003380276,0.000002634683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021559,"about_ca_system_score_gemma":0.0002055966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008666705,"about_ca_topic_score_gemma":0.000009634066,"domain_scores_codex":[0.9983383,0.0001007868,0.0006848002,0.0002277826,0.000449235,0.0001990855],"domain_scores_gemma":[0.9983371,0.0001762207,0.0004233652,0.0002198596,0.0007265841,0.0001168079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159635,0.006829894,0.9779786,0.000119456,0.0001986954,0.0002546687,0.003428447,0.000009838372,0.0007710587,0.00001279074,0.00006931053,0.009167634],"study_design_scores_gemma":[0.00130998,0.002159194,0.9855554,0.00184983,0.0002904126,0.002169491,0.004672311,0.000008678154,0.0009066348,0.00007338142,0.0008761989,0.0001285593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954007,0.00233187,0.00006072567,0.0003285666,0.001312021,0.0002873146,0.000001236748,0.000009534278,0.0002680777],"genre_scores_gemma":[0.998462,0.0003302218,0.0001605434,0.00006558376,0.0002162542,0.00001114994,0.000001323119,0.00001435985,0.0007385431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009039075,"threshold_uncertainty_score":0.5404142,"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."}}