{"id":"W2057932567","doi":"10.5489/cuaj.2190","title":"Utility and cost-effectiveness of uroflowmetry in a busy pediatric urology practice","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Urology; Pediatric urology; Medicine; Computer science; Medical physics; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002214412,0.000321837,0.0004040054,0.001612792,0.0003754787,0.001206883,0.0006068965,0.0006919552,0.001358717],"category_scores_gemma":[0.01731644,0.0002350894,0.0004577174,0.001719186,0.0004089817,0.0009440337,0.0009786708,0.0005203612,0.0001641286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764204,"about_ca_system_score_gemma":0.001378945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004642756,"about_ca_topic_score_gemma":0.004425823,"domain_scores_codex":[0.9962422,0.002075589,0.0003434345,0.0002666911,0.0007063326,0.0003657893],"domain_scores_gemma":[0.988325,0.004174127,0.005101715,0.0001490268,0.0006804597,0.001569644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009824461,0.00008352636,0.9856474,0.00005653223,0.00004823925,0.0003650885,0.0001019199,0.0003708024,0.00004251917,0.00003990571,0.000410602,0.01273507],"study_design_scores_gemma":[0.00002242263,0.0006719141,0.992799,0.0001383722,0.00005231852,0.002241752,0.0006123183,0.002687272,0.0000839379,0.00009103573,0.0005872092,0.00001233102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934224,0.003376843,0.000179494,0.001164034,0.00002078192,0.00003017673,0.0004083472,0.0000119091,0.001386084],"genre_scores_gemma":[0.9984243,0.0008493455,0.0003726596,0.00007178121,0.00004831536,0.00001058029,0.0001924113,0.000001812814,0.00002884481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004642756,"threshold_uncertainty_score":0.01280028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154777861277444,"score_gpt":0.2710356823877057,"score_spread":0.2555578962599613,"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."}}