{"id":"W4400221173","doi":"10.1093/ckj/sfae202","title":"Risk factors of peritoneal dialysis–related peritonitis in the Japan Peritoneal Dialysis Outcomes and Practice Patterns Study (PDOPPS)","year":2024,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Peritoneal dialysis; Peritonitis; Medicine; Intensive care medicine; Complication; Clinical Practice; Dialysis; Internal medicine; Physical therapy","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":[0.005657258,0.0003495863,0.001206857,0.0004298851,0.0002333343,0.0003931639,0.0003237239,0.0001758852,0.0004029408],"category_scores_gemma":[0.007809887,0.0001955605,0.001060399,0.000658256,0.0002963685,0.0002905192,0.0001734236,0.001567772,0.00002363211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006847837,"about_ca_system_score_gemma":0.0002692494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003519455,"about_ca_topic_score_gemma":0.00004322253,"domain_scores_codex":[0.9936888,0.002324116,0.001979623,0.0005584545,0.00105351,0.000395559],"domain_scores_gemma":[0.995225,0.002850568,0.0004839859,0.0005012557,0.0001819472,0.0007572878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792203,0.003271052,0.9647084,0.00008916256,0.003601428,0.0009989688,0.009043915,0.00001142724,0.00001724101,0.00004020834,0.001237827,0.01670119],"study_design_scores_gemma":[0.002494546,0.001189265,0.9597936,0.0002339262,0.007390273,0.0001597297,0.02170599,0.0006234251,0.000003252021,0.00006233117,0.006116084,0.0002275604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880601,0.0006493253,0.00004589473,0.008471152,0.0009954361,0.0005856141,0.00009192856,0.00003279715,0.0010678],"genre_scores_gemma":[0.9952448,0.002927211,0.000100724,0.0008540109,0.0005298505,0.00002080383,0.00003653895,0.0000384753,0.0002475723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647363,"threshold_uncertainty_score":0.9349728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838951311350296,"score_gpt":0.3830984230890223,"score_spread":0.3447089099755193,"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."}}