{"id":"W1993951365","doi":"10.1097/01.ju.0000177730.12867.00","title":"LOWER URINARY TRACT RECONSTRUCTION FOR SPINA BIFIDA — DOES IT IMPROVE HEALTH RELATED QUALITY OF LIFE?","year":2005,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Quality of life (healthcare); Urinary system; Surgery; Ambulatory; Spina bifida; Retrospective cohort study; Urinary incontinence; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007410333,0.0001790857,0.00035243,0.0003465881,0.0001931879,0.0003672589,0.0002075035,0.0005368784,0.001600868],"category_scores_gemma":[0.002837865,0.00008644184,0.0004407649,0.0002811913,0.0003992559,0.0003310961,0.0001590421,0.0002538546,0.0001514867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214666,"about_ca_system_score_gemma":0.000199084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006850244,"about_ca_topic_score_gemma":0.0009290339,"domain_scores_codex":[0.9997481,0.00009274487,0.00002448133,0.0000258424,0.0000592335,0.00004969253],"domain_scores_gemma":[0.9989207,0.0003076933,0.0005489637,0.00004793664,0.00005308627,0.0001216637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311493,0.0003453872,0.9656634,0.0001040316,0.0001979369,0.00060848,0.00008891051,0.0000534569,0.0008481595,0.00002287299,0.000141596,0.03061436],"study_design_scores_gemma":[0.00005650405,0.003625543,0.9921786,0.0000733218,0.0001262449,0.002926382,0.0002360955,0.000120082,0.0003689332,0.00002864617,0.0002540069,0.000005635925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979473,0.001638557,0.000025915,0.0001640436,0.000009891819,0.00000429546,0.00002990346,0.000001746856,0.0001784401],"genre_scores_gemma":[0.9992492,0.0005556831,0.00005223075,0.00003912973,0.0000153583,0.00000214968,0.00004051393,3.926906e-7,0.00004528466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600868,"threshold_uncertainty_score":0.005355418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979253312847024,"score_gpt":0.3245283162670636,"score_spread":0.2947357831385933,"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."}}