{"id":"W4417200230","doi":"10.2215/cjn.0000000937","title":"Sex-Specific Outcomes in the Peritoneal Dialysis Outcomes and Practice Patterns Study","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Peritoneal dialysis; Hazard ratio; Hemodialysis; Proportional hazards model; Dialysis; Confidence interval; Peritonitis; Kidney transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781911,0.0002723815,0.0004853295,0.0008023519,0.0005698976,0.0009895576,0.0005955489,0.0006334,0.001483061],"category_scores_gemma":[0.005325876,0.0003815068,0.0007384374,0.001825648,0.0002091478,0.0009156421,0.001284303,0.001236246,0.0003028911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935019,"about_ca_system_score_gemma":0.0005927777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008738174,"about_ca_topic_score_gemma":0.01008872,"domain_scores_codex":[0.9988587,0.0003793429,0.0002001484,0.0002305872,0.0001745924,0.0001566284],"domain_scores_gemma":[0.9972615,0.0002694771,0.001399062,0.0002560586,0.0003614987,0.0004523613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000978763,0.00004025963,0.9980819,0.0000188603,0.00009673076,0.0000275676,0.0002401646,0.00001501464,0.00004492092,0.00003489884,0.0004252084,0.0008765095],"study_design_scores_gemma":[0.00004219688,0.00008561904,0.9983721,0.00002016,0.00004601865,0.0001230007,0.0003675724,0.0001203455,0.00002586841,0.00005803072,0.0007323329,0.000006748789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913202,0.0005465552,0.0002162939,0.0003744015,0.00002571255,0.0001004924,0.00618597,0.000006999979,0.001223386],"genre_scores_gemma":[0.9956974,0.0002162464,0.0002539509,0.0002157958,0.00002730425,0.0002088685,0.002904586,0.000006613757,0.0004693225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008738174,"threshold_uncertainty_score":0.01737458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566476724222839,"score_gpt":0.4051492795648778,"score_spread":0.3594845123226494,"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."}}