{"id":"W4322720358","doi":"10.1007/s00467-023-05882-5","title":"Faltering growth and sleepiness on peritoneal dialysis: Answers","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":[0.000176255,0.0001457466,0.0003249567,0.0005311903,0.00007185544,0.00001904201,0.00006852231,0.00007026441,0.00007397936],"category_scores_gemma":[0.00007853816,0.0001184479,0.0001095839,0.0007332365,0.0000516055,0.00003464999,0.0001048812,0.0001093986,0.0002006096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428387,"about_ca_system_score_gemma":0.00002223008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004332716,"about_ca_topic_score_gemma":0.000004225632,"domain_scores_codex":[0.9988637,0.00005240465,0.0002065601,0.0003560219,0.0002006072,0.0003207047],"domain_scores_gemma":[0.9994673,0.00008508407,0.00005172305,0.0001919072,0.00002884272,0.0001751325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003064446,0.001661324,0.8084552,0.003141897,0.002750497,0.004463955,0.002604987,0.0008518022,0.01223509,0.01037373,0.07671902,0.07367807],"study_design_scores_gemma":[0.002371355,0.0006885357,0.9823018,0.00001108051,0.00189381,0.00002026872,0.0001452253,0.001502597,0.0001060809,0.0004286711,0.01019677,0.0003338567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936299,0.0002734219,0.00005610502,0.003253813,0.0002616307,0.000207203,0.000006206617,0.0001518113,0.002159959],"genre_scores_gemma":[0.994977,0.0014461,0.00006249045,0.002070772,0.00113196,0.00003865119,0.00004514684,0.00002045428,0.000207403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738466,"threshold_uncertainty_score":0.4830163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229512920002061,"score_gpt":0.2538668350771068,"score_spread":0.2415717058770862,"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."}}