{"id":"W3122734461","doi":"10.6002/ect.2020.0292","title":"Genitourinary Interventions in Autosomal Dominant Polycystic Kidney Disease: Clinical Recommendations for Urologic and Transplant Surgeons","year":2021,"lang":"en","type":"review","venue":"Experimental and Clinical Transplantation","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Nephrectomy; Autosomal dominant polycystic kidney disease; Disease; Polycystic kidney disease; Genitourinary system; Nephrology; Bilateral Nephrectomy; Intensive care medicine; Psychological intervention; Kidney; Kidney transplantation; Cyst; Surgery; Transplantation; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004151898,0.0003406282,0.0008965463,0.00007180169,0.0001234691,0.00003770986,0.0001221316,0.000370414,0.00004177044],"category_scores_gemma":[0.0001295739,0.000300823,0.0009049604,0.00007012102,0.0002044834,0.000008307312,0.00004703488,0.0002128757,0.000002413089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001067465,"about_ca_system_score_gemma":0.0002951468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009797018,"about_ca_topic_score_gemma":0.00001285972,"domain_scores_codex":[0.9969761,0.0005687571,0.001312942,0.0007930442,0.00008766671,0.0002614779],"domain_scores_gemma":[0.9987536,0.0002983524,0.0002086859,0.0002089699,0.00002399227,0.0005063647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00898243,0.01843686,0.02620444,0.05710012,0.004180765,0.001114062,0.0005174129,0.000002988787,0.001229743,0.0007663739,0.01520021,0.8662646],"study_design_scores_gemma":[0.00684847,0.002726581,0.01357674,0.01501414,0.005092656,0.0003378658,0.0002211688,0.00005631312,0.0001572523,0.00009821886,0.9544486,0.001421976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006864334,0.9880491,0.0009289901,0.0002561727,0.0006028319,0.0009499248,0.002307834,0.00001204201,0.00002877766],"genre_scores_gemma":[0.01847158,0.9708195,0.0005539659,0.0001939248,0.0002218864,0.0003735846,0.009163968,0.00003413832,0.0001674115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9392484,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09016026237088223,"score_gpt":0.4318352616132675,"score_spread":0.3416749992423852,"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."}}