{"id":"W2165569364","doi":"10.3747/pdi.2012.00124","title":"Comorbidities in Chronic Pediatric Peritoneal Dialysis Patients: A Report of the International Pediatric Peritoneal Dialysis Network","year":2012,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Peritoneal dialysis; Comorbidity; Dialysis; Interquartile range; Pediatrics; Cohort; Internal medicine; Cohort study; Intensive care 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001532492,0.0006866897,0.001363195,0.001186801,0.0002734206,0.0001848538,0.001202159,0.0002757866,0.001930256],"category_scores_gemma":[0.0008969983,0.0005236701,0.001768153,0.002003993,0.0002808517,0.0006033338,0.0009217485,0.0005927102,0.00008400875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389162,"about_ca_system_score_gemma":0.0003963253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007615774,"about_ca_topic_score_gemma":0.0002709853,"domain_scores_codex":[0.9926499,0.0003957118,0.002124454,0.0009180267,0.002917933,0.000994048],"domain_scores_gemma":[0.9965501,0.0003145717,0.001134182,0.001023353,0.0005434253,0.0004343142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004437172,0.001391663,0.984642,0.0001675891,0.001474698,0.00007663968,0.0008815725,0.001641938,0.000147056,0.0002722396,0.006729707,0.00213115],"study_design_scores_gemma":[0.004043618,0.0002179505,0.9649713,0.00009240068,0.004947131,0.0000439024,0.0002415233,0.003934979,0.0003950117,0.00005760161,0.0202781,0.0007764549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818441,0.001365438,0.0001014822,0.001733473,0.005905625,0.0007781913,0.0002073193,0.00008132889,0.007983063],"genre_scores_gemma":[0.9815265,0.00147982,0.000273444,0.0002793419,0.01306865,0.0003404668,0.001326608,0.00008520981,0.001619996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196707,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233542193539436,"score_gpt":0.2641492801740717,"score_spread":0.2518138582386774,"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."}}