{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005586292,0.0001249608,0.0004386561,0.0001519376,0.0001209516,0.0000406357,0.00007913065,0.00008003414,0.0003219162],"category_scores_gemma":[0.0002603817,0.00008652613,0.0002951409,0.0002672617,0.0002998809,0.0001166731,0.00002060602,0.0001477903,0.000004630656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001382056,"about_ca_system_score_gemma":0.0000654058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001876705,"about_ca_topic_score_gemma":0.000208249,"domain_scores_codex":[0.9984482,0.0004295237,0.0003796796,0.0002903942,0.0003117876,0.0001403979],"domain_scores_gemma":[0.998713,0.0004547136,0.0004016329,0.000194002,0.0001726156,0.00006406121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02202933,0.00223272,0.3068457,0.001263861,0.04188627,0.001622236,0.09988328,0.002416545,0.09320638,0.01612202,0.0006061767,0.4118855],"study_design_scores_gemma":[0.0194495,0.0002346863,0.8867686,0.0001165538,0.04474985,0.0003990582,0.006532229,0.01215105,0.005936909,0.0008335554,0.02242302,0.0004049408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846123,0.0005633325,0.001408315,0.006060833,0.0001607842,0.00018106,0.00007000728,0.00002285314,0.006920452],"genre_scores_gemma":[0.9846987,0.0127166,0.001115043,0.0006879461,0.0002211567,0.00004468034,0.0003820112,0.00001025097,0.000123682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5799229,"threshold_uncertainty_score":0.3528433,"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."}}