{"id":"W4404338630","doi":"10.1016/j.ekir.2024.11.004","title":"Implementation of a Kidney Genetic Service Into the Diagnostic Pathway for Patients With Chronic Kidney Disease in Canada","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Population Health Research Institute; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; London Health Sciences Centre; Schulich School of Medicine and Dentistry, Western University; Western University; Muscular Dystrophy Canada; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Kidney disease; Kidney; Disease; Intensive care medicine; Bioinformatics; Internal medicine; Pathology; Biology","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":[0.001878153,0.0001717678,0.0001721364,0.0005069422,0.00234528,0.001674755,0.001285371,0.0005297137,0.003117816],"category_scores_gemma":[0.008358221,0.0001610002,0.0003320248,0.001518289,0.000739089,0.0004845363,0.001392417,0.0008546415,0.0002481243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03991201,"about_ca_system_score_gemma":0.1553915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852257,"about_ca_topic_score_gemma":0.9899367,"domain_scores_codex":[0.9973893,0.0004056512,0.0001543524,0.0002426795,0.0009950206,0.0008130064],"domain_scores_gemma":[0.9901636,0.000885597,0.001308889,0.0002645779,0.003841207,0.003536102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173015,0.0001451642,0.9318735,0.0001877076,0.0000510735,0.0004401386,0.0009196883,0.0007390776,0.0006399631,0.001162026,0.01197285,0.05175143],"study_design_scores_gemma":[0.00004163547,0.00008957851,0.983475,0.0003446829,0.000042894,0.0003203818,0.002093603,0.002016285,0.0002939761,0.0002608822,0.01099333,0.00002781785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323874,0.003469099,0.00210636,0.03008775,0.0002864569,0.0007810408,0.007224154,0.0002509039,0.0234069],"genre_scores_gemma":[0.9888743,0.001151028,0.004077636,0.002653925,0.00004991242,0.00009092715,0.001301677,0.00001901804,0.001781516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03991201,"threshold_uncertainty_score":0.2895833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004763415819229848,"score_gpt":0.2528724925038946,"score_spread":0.2481090766846648,"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."}}