{"id":"W4380448412","doi":"10.1093/ndt/gfad063c_5783","title":"#5783 REAL-LIFE USE OF TOLVAPTAN IN ADPKD: A RETROSPECTIVE ANALYSIS OF A LARGE CANADIAN COHORT","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Tolvaptan; Medicine; Autosomal dominant polycystic kidney disease; Retrospective cohort study; Cohort; Internal medicine; Kidney disease; Disease; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001119038,0.0005400147,0.0006666429,0.002060074,0.003063801,0.001592767,0.00149761,0.0005987232,0.003338563],"category_scores_gemma":[0.003106597,0.0006339871,0.0009419377,0.005964526,0.0009199437,0.000635939,0.0008731281,0.0008927057,0.0005459431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128498,"about_ca_system_score_gemma":0.01430724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9340731,"about_ca_topic_score_gemma":0.9348384,"domain_scores_codex":[0.9983216,0.0001151328,0.000168299,0.000415293,0.0006338058,0.000345805],"domain_scores_gemma":[0.9948859,0.0003194464,0.001987066,0.000421983,0.001654763,0.0007308562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000466673,0.00001329062,0.998021,0.00002396984,0.00005114639,0.0000888655,0.0000992405,0.00002447631,0.00006407167,0.0000306942,0.0006105098,0.0009260792],"study_design_scores_gemma":[0.00001235266,0.00002541788,0.9982262,0.00003078551,0.00004201248,0.0002594414,0.0003453312,0.0001664679,0.00003478267,0.0000156703,0.0008291787,0.00001230151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851121,0.001063078,0.0002502249,0.0003018122,0.00002113983,0.00009661429,0.0104486,0.00001850972,0.002687848],"genre_scores_gemma":[0.994158,0.0006039134,0.0002697203,0.000241942,0.00001903506,0.00004590357,0.004062163,0.00001258885,0.0005866893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06592691,"threshold_uncertainty_score":0.1326303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442220127067062,"score_gpt":0.2732507234786892,"score_spread":0.2588285222080186,"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."}}