{"id":"W4394803012","doi":"10.1097/01.ju.0001009400.86696.a2.17","title":"MP27-17 EFFECTIVENESS OF REZŪM FOR CATHETER-DEPENDENT URINARY RETENTION: 12 MONTHS OUTCOMES OF A REAL-WORLD DATABASE","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary retention; Medicine; Catheter; Logistic regression; Urinary system; Database; Urology; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002426816,0.0004189772,0.000945423,0.002825349,0.001048259,0.001736572,0.001715751,0.000646385,0.00296717],"category_scores_gemma":[0.01147407,0.0003490817,0.001105963,0.005515785,0.0005154153,0.0009622207,0.001529973,0.0009077347,0.0007238825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006718139,"about_ca_system_score_gemma":0.008238167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4089205,"about_ca_topic_score_gemma":0.5030385,"domain_scores_codex":[0.9971625,0.0003126239,0.0003750242,0.0004385724,0.00129082,0.0004203611],"domain_scores_gemma":[0.982969,0.002166981,0.005268842,0.001460404,0.006123997,0.00201086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001822393,0.0002543969,0.9665375,0.0003205352,0.0008543082,0.0001651354,0.0003428761,0.0002639717,0.0001624365,0.0001500421,0.01480133,0.01432506],"study_design_scores_gemma":[0.0003374685,0.0003354955,0.9923525,0.0001817274,0.0004012588,0.0003178581,0.0006333801,0.0007268363,0.0002001785,0.00003835555,0.004420523,0.00005433526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8831561,0.001539272,0.0002870735,0.000776579,0.00003052527,0.0004525721,0.1107972,0.00005608051,0.002904585],"genre_scores_gemma":[0.8880936,0.001412261,0.0008550046,0.0003953763,0.00007675261,0.0004013801,0.1076564,0.00004280057,0.001066433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4089205,"threshold_uncertainty_score":0.8130806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085187016378452,"score_gpt":0.3681360159011753,"score_spread":0.3172841457373908,"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."}}