{"id":"W3023226421","doi":"10.1007/s11884-020-00577-1","title":"Valve Bladder Syndrome Associated with Posterior Urethral Valves: Natural History, Work-up, and Management","year":2020,"lang":"en","type":"article","venue":"Current Bladder Dysfunction Reports","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Posterior urethral valve; Urology; Surgery; Neck of urinary bladder; Bladder augmentation; Catheter; Urinary system; Internal medicine; Urinary bladder","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003403818,0.0004451228,0.0005675424,0.0002207802,0.0001597729,0.00007554543,0.00008612112,0.0001371693,0.00103033],"category_scores_gemma":[0.0001025566,0.0003620941,0.0002384106,0.0005003736,0.0002296782,0.0002852819,0.0001752827,0.0007779023,0.00004651096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614888,"about_ca_system_score_gemma":0.0002464251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008534279,"about_ca_topic_score_gemma":0.000003713917,"domain_scores_codex":[0.9966134,0.0001196414,0.0006299681,0.0009797345,0.001025625,0.0006316679],"domain_scores_gemma":[0.9982867,0.00005641388,0.0003083077,0.0004629624,0.0002748409,0.0006108186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00610323,0.002291209,0.4939845,0.00366801,0.0119185,0.02837176,0.007244025,0.00004338672,0.0008932014,0.00009128626,0.3448137,0.1005773],"study_design_scores_gemma":[0.006246092,0.003332275,0.7439622,0.001045107,0.002152535,0.00765692,0.000724375,0.0003217765,0.00009957015,0.00007127202,0.2331665,0.001221392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710174,0.01608169,0.0002801208,0.002917974,0.003206124,0.00236014,0.0000133728,0.0005472116,0.003575989],"genre_scores_gemma":[0.9911037,0.0005245727,0.0001224233,0.0006191355,0.0002042635,0.0001241077,0.0003436663,0.00008557097,0.006872546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2499778,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874731428168208,"score_gpt":0.2710828758355442,"score_spread":0.2323355615538622,"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."}}