{"id":"W3205484909","doi":"10.1093/ndt/gfab298","title":"International peritoneal dialysis training practices and the risk of peritonitis","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Kidney Research UK; Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Hazard ratio; Confidence interval; Prospective cohort study; Intensive care medicine; Emergency medicine; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117916,0.0001491562,0.0001487783,0.0004930323,0.0001984881,0.0005329539,0.0003368597,0.0002393284,0.001882071],"category_scores_gemma":[0.006843878,0.0001081983,0.000246311,0.0007932043,0.0003500475,0.0003634979,0.0006512121,0.0004885813,0.0001314611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968386,"about_ca_system_score_gemma":0.0004593203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315726,"about_ca_topic_score_gemma":0.00240761,"domain_scores_codex":[0.9993321,0.000209099,0.00009192433,0.00009304499,0.0001512743,0.0001224189],"domain_scores_gemma":[0.9915829,0.001291301,0.005614587,0.0002137046,0.0003120185,0.0009854432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004588001,0.00002171331,0.9980164,0.00001920781,0.00001946033,0.00001397042,0.00006160132,0.0000551271,0.00002858203,0.00001159513,0.00004912086,0.001657375],"study_design_scores_gemma":[0.000003089384,0.00007086972,0.9994264,0.00002610652,0.00001164048,0.0000990028,0.000114144,0.00009802114,0.00002065686,0.00001528668,0.0001133054,0.000001502165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985852,0.0004776331,0.0000926233,0.0001194841,0.000005133296,0.000005922402,0.0001618196,0.000003496067,0.0005487367],"genre_scores_gemma":[0.9996812,0.0001266297,0.00005894907,0.00001141262,0.000005737059,0.000003899736,0.00007554513,7.584767e-7,0.00003585143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00315726,"threshold_uncertainty_score":0.006296158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636992094619591,"score_gpt":0.2768859257009891,"score_spread":0.2605160047547932,"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."}}