{"id":"W1964223287","doi":"10.1371/journal.pmed.1001750","title":"Sex-Specific Differences in Hemodialysis Prevalence and Practices and the Male-to-Female Mortality Rate: The Dialysis Outcomes and Practice Patterns Study (DOPPS)","year":2014,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Kyowa Hakko Kirin; Fresenius Medical Care North America; Sanofi; AbbVie; Kidney Foundation of Canada; Amgen","keywords":"Medicine; Hemodialysis; Dialysis; Mortality rate; Population; Proportional hazards model; Kidney disease; Demography; End stage renal disease; Prospective cohort study; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005060475,0.0002800343,0.0009274869,0.0001765018,0.0001930466,0.0001091983,0.000191487,0.00004228816,0.0001318212],"category_scores_gemma":[0.005380249,0.0001201524,0.00005797179,0.0003736598,0.0004816539,0.0001724986,0.0002518428,0.000237629,0.000004800045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940182,"about_ca_system_score_gemma":0.00001433219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583095,"about_ca_topic_score_gemma":0.0002608607,"domain_scores_codex":[0.9962397,0.001624301,0.0005402097,0.0006141292,0.000726702,0.0002550079],"domain_scores_gemma":[0.9940118,0.00457556,0.000417343,0.0006774527,0.0000993561,0.0002184542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004449797,0.0006035779,0.9833221,0.0002933838,0.0009428175,0.00003979949,0.008837787,0.000001816115,0.00007209756,0.0001519605,0.00008802898,0.005201682],"study_design_scores_gemma":[0.004000938,0.0003529362,0.9767113,0.0001923654,0.004647819,0.00001004419,0.01263675,0.0006953197,0.000008703914,0.00005614512,0.0005440377,0.0001436902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639512,0.001755345,0.00008096298,0.03122583,0.00007148892,0.001593076,0.000005167862,0.00001980845,0.001297099],"genre_scores_gemma":[0.9920334,0.004509282,0.0000336547,0.002420454,0.0002390082,0.0001943935,0.000005137194,0.00001507455,0.0005496542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880538,"threshold_uncertainty_score":0.6441048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318612221413734,"score_gpt":0.3367534863564827,"score_spread":0.2735673641423454,"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."}}