{"id":"W4322719889","doi":"10.1007/s00467-023-05874-5","title":"Faltering growth and sleepiness on peritoneal dialysis: Questions","year":2023,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001519717,0.0001248207,0.0002749067,0.0005026258,0.00009484615,0.00001837123,0.00005700162,0.0000631714,0.00006358421],"category_scores_gemma":[0.0001037958,0.0001022411,0.00009253089,0.0006907839,0.00004623899,0.0000320683,0.00009898545,0.0001060437,0.0001935414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001357818,"about_ca_system_score_gemma":0.00002369394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004130656,"about_ca_topic_score_gemma":0.000004349305,"domain_scores_codex":[0.9990231,0.00005655008,0.0001927255,0.000297067,0.0001637653,0.0002667484],"domain_scores_gemma":[0.9994995,0.00008868924,0.00004541758,0.0001753704,0.0000330897,0.0001579477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002543342,0.003076978,0.7254859,0.003756243,0.00322934,0.004561995,0.002624586,0.001497917,0.01515342,0.05074865,0.09255459,0.094767],"study_design_scores_gemma":[0.001432414,0.0004627697,0.9850477,0.00001161232,0.001660331,0.00002003277,0.00006423478,0.0014405,0.00004622412,0.0007039259,0.008870088,0.0002401979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926396,0.0003144808,0.0001174332,0.00428072,0.0002432521,0.0001974363,0.000007961215,0.0001851496,0.002013959],"genre_scores_gemma":[0.9950941,0.001794737,0.00009004328,0.001457745,0.001186274,0.00007121862,0.00004712508,0.00001725755,0.000241567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595617,"threshold_uncertainty_score":0.4169271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250242076502298,"score_gpt":0.2635623325268356,"score_spread":0.2510599117618126,"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."}}