{"id":"W4361025226","doi":"10.1097/spv.0000000000001344","title":"Postoperative Urinary Retention","year":2023,"lang":"en","type":"article","venue":"Urogynecology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Urinary retention; Medicine; Delphi method; Statement (logic); Urinary system; Delphi; Surgery; Internal medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007593125,0.00009177251,0.0001761906,0.0001524459,0.00006413741,0.000003358957,0.00004405022,0.0001007664,0.0008654915],"category_scores_gemma":[0.0001651803,0.00008220378,0.00005972981,0.0002658979,0.00006659673,0.00003689019,0.00004846746,0.00009863975,0.004241623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007197441,"about_ca_system_score_gemma":0.00007727976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001303348,"about_ca_topic_score_gemma":0.000009835057,"domain_scores_codex":[0.9992685,0.00004870508,0.0001243061,0.0002221956,0.00008514738,0.0002511295],"domain_scores_gemma":[0.9995925,0.00007607083,0.00002629125,0.0001893871,0.00004558571,0.00007011184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224635,0.002583235,0.608139,0.0001554413,0.001290466,0.01109312,0.003547375,0.00004067044,0.04183097,0.005046967,0.250327,0.07472108],"study_design_scores_gemma":[0.003256751,0.002470338,0.961486,0.00001130137,0.0001049901,0.0003462185,0.0002935694,0.000323886,0.0005253673,0.001135859,0.02993028,0.0001154363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736062,0.0000931594,0.00001144293,0.005662119,0.0003419497,0.000316095,0.000003907268,0.0002664119,0.01969872],"genre_scores_gemma":[0.9823145,0.0000565921,0.000312653,0.001290004,0.00003418123,0.00006322675,0.0001705416,0.00001845252,0.01573987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.353347,"threshold_uncertainty_score":0.9965337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503912630415999,"score_gpt":0.2939618015982358,"score_spread":0.2689226752940758,"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."}}