{"id":"W2804399832","doi":"10.1111/hdi.12673","title":"Dialysis modality and mortality in polycystic kidney disease","year":2018,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Peritoneal dialysis; Autosomal dominant polycystic kidney disease; Dialysis; Hemodialysis; Polycystic kidney disease; Internal medicine; Renal replacement therapy; Relative risk; Mortality rate; Kidney disease; Cohort study; Standardized mortality ratio; Confidence interval; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171504,0.0006419185,0.001961434,0.004297094,0.0002380936,0.0009864494,0.0008616344,0.001092656,0.001840029],"category_scores_gemma":[0.00253707,0.0002105678,0.0009848431,0.00417192,0.0004817792,0.0008888308,0.0004727019,0.0008495754,0.0003247933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007426069,"about_ca_system_score_gemma":0.001731227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633186,"about_ca_topic_score_gemma":0.001843516,"domain_scores_codex":[0.9994179,0.0001461942,0.0001521319,0.00008530539,0.0001664268,0.00003209654],"domain_scores_gemma":[0.9983566,0.001001507,0.0003730288,0.00001936687,0.0001955474,0.00005396593],"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":[0.0002046043,0.00005559953,0.004203489,0.1142445,0.001188825,0.0003145524,0.0001291533,0.0002825948,0.0003381585,0.002094608,0.02142485,0.8555191],"study_design_scores_gemma":[0.0001271876,0.0004012096,0.03950951,0.1805398,0.008121946,0.009905257,0.0004666575,0.0004340345,0.0007262584,0.006127378,0.7535157,0.0001249588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008176742,0.9995928,0.00001596955,0.0001444244,0.00004647908,0.000001439682,0.00001038286,0.000001166719,0.0001055024],"genre_scores_gemma":[0.001200427,0.9984723,0.00004668217,0.00008448255,0.0001273266,0.000004136898,0.00001799065,4.514419e-7,0.0000461704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004297094,"threshold_uncertainty_score":0.006195545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434589505835119,"score_gpt":0.3204814522543652,"score_spread":0.296135557196014,"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."}}