{"id":"W2003016532","doi":"10.1155/2008/295492","title":"Strengths and Pitfalls of Meta-Analysis Reports in Vesicoureteral Reflux","year":2008,"lang":"en","type":"article","venue":"Advances in Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Vesicoureteral reflux; Medicine; Intensive care medicine; Randomized controlled trial; Psychological intervention; Systematic review; Meta-analysis; MEDLINE; Disease; Reflux; Pathology; Psychiatry","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5609627,0.005764375,0.01824435,0.01931738,0.002124704,0.01146852,0.008428135,0.00587766,0.0033558],"category_scores_gemma":[0.7733595,0.004058871,0.03216369,0.02338698,0.004926805,0.009327811,0.006830017,0.006642774,0.0006409807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004774248,"about_ca_system_score_gemma":0.007424218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377221,"about_ca_topic_score_gemma":0.009666783,"domain_scores_codex":[0.3543614,0.4669199,0.1361361,0.01406724,0.02728084,0.00123453],"domain_scores_gemma":[0.1138548,0.8241642,0.03021463,0.01917774,0.01163542,0.0009532251],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003689075,0.00007104489,0.03591155,0.1802003,0.6370823,0.001126627,0.001507045,0.003407044,0.0004427071,0.004242527,0.007078091,0.1252416],"study_design_scores_gemma":[0.0030378,0.001550237,0.02453851,0.09565104,0.7976784,0.001871638,0.001357909,0.007000675,0.001657118,0.03729996,0.02796849,0.0003883638],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009003029,0.9225866,0.03194194,0.02598337,0.004411329,0.001602564,0.001193781,0.0003994857,0.002877917],"genre_scores_gemma":[0.5209746,0.3336397,0.1004255,0.02578623,0.01199757,0.004652623,0.0008992183,0.0005645084,0.001060094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4390373,"threshold_uncertainty_score":0.5414112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421308417588816,"score_gpt":0.3268543116894055,"score_spread":0.3026412275135174,"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."}}