{"id":"W4412529176","doi":"10.34067/kid.0000000934","title":"Long-Term Experience of Tolvaptan","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Ottawa Hospital; University of Ottawa","funders":"Otsuka Canada Pharmaceutical","keywords":"Tolvaptan; Medicine; Autosomal dominant polycystic kidney disease; Intensive care medicine; Renal function; Internal medicine; Acute kidney injury; Liver injury; Disease; Heart failure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000986331,0.0002150347,0.0003990478,0.0001507113,0.0007612286,0.0009352241,0.0004807356,0.0003749107,0.003983456],"category_scores_gemma":[0.00316449,0.00007205164,0.0005759858,0.0005042652,0.0003302097,0.0005221397,0.0006029736,0.001262311,0.001026224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144216,"about_ca_system_score_gemma":0.002704802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324081,"about_ca_topic_score_gemma":0.01987891,"domain_scores_codex":[0.9993357,0.0001507644,0.00007269128,0.00008559508,0.0002327981,0.0001224159],"domain_scores_gemma":[0.9982601,0.0003146268,0.0003032942,0.0001243905,0.0003094006,0.0006882044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005450388,0.002753003,0.09931391,0.001635704,0.0009197161,0.004028669,0.002206074,0.001208075,0.003413971,0.002347274,0.0185041,0.8582192],"study_design_scores_gemma":[0.002173069,0.02642208,0.3780804,0.004159616,0.002494081,0.03582025,0.003903289,0.00248503,0.01101499,0.003381083,0.5298631,0.0002030179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7636459,0.1754364,0.003788272,0.008072926,0.0007907224,0.0002122309,0.002556085,0.000136268,0.04536122],"genre_scores_gemma":[0.932152,0.0517711,0.0009631527,0.003421889,0.0003234448,0.00006300629,0.002139943,0.00005693067,0.009108647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324081,"threshold_uncertainty_score":0.02632749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006644135908153464,"score_gpt":0.2719775696827461,"score_spread":0.2653334337745926,"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."}}