{"id":"W4415616119","doi":"10.1007/s00345-025-06033-1","title":"Outcomes of aquablation: pooled analysis from the WATER, WATER II, OPEN WATER, FRANCAIS WATER, and JAPAN PMS studies","year":2025,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Toronto Western Hospital","funders":"","keywords":"Pooled analysis; Meta-analysis; Nephrology; Clinical trial; Quality (philosophy); Statistical analysis; MEDLINE","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":[0.007498829,0.001676007,0.006056063,0.001953033,0.0003551495,0.001627986,0.0007198282,0.0009701701,0.001884045],"category_scores_gemma":[0.01169272,0.0006036193,0.01751647,0.003198393,0.0004365495,0.001160117,0.001592303,0.001098666,0.0001595208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139004,"about_ca_system_score_gemma":0.0009386976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005029807,"about_ca_topic_score_gemma":0.01027228,"domain_scores_codex":[0.9923573,0.003281391,0.001867265,0.001232472,0.0007726352,0.0004890391],"domain_scores_gemma":[0.99187,0.003441455,0.002764766,0.000895232,0.0008188657,0.0002096203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.08981713,0.0001285464,0.1703806,0.03510096,0.6683866,0.0002760758,0.0004826801,0.001208358,0.001705225,0.0003041017,0.003059431,0.02915036],"study_design_scores_gemma":[0.008726417,0.002190881,0.2675628,0.002208192,0.7132892,0.00020039,0.0005540791,0.0004218711,0.0005369879,0.0005512835,0.003629165,0.0001286688],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6700136,0.3087815,0.003718926,0.0004323962,0.0003929393,0.0004991134,0.01294195,0.00008209607,0.003137526],"genre_scores_gemma":[0.9781266,0.015551,0.0007188116,0.0003372707,0.0001993242,0.0004147262,0.004164067,0.00004019854,0.0004478599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007498829,"threshold_uncertainty_score":0.03965807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353531996731885,"score_gpt":0.3511816842935563,"score_spread":0.3176463643262375,"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."}}