{"id":"W149539345","doi":"10.1177/039139880102400405","title":"Excessive weight gain during peritoneal dialysis","year":2001,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Weight gain; Medicine; Dialysis; Intensive care medicine; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003329562,0.0001032129,0.0002236413,0.0002207551,0.00009153581,0.00008543785,0.0003477771,0.00002907312,0.001049976],"category_scores_gemma":[0.0001271208,0.00006109539,0.000296956,0.0002004512,0.00007036969,0.0001142594,0.000075836,0.0001663955,0.00007256299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185424,"about_ca_system_score_gemma":0.00008368974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002207177,"about_ca_topic_score_gemma":0.00001939832,"domain_scores_codex":[0.9983915,0.00004801424,0.0004846995,0.0001026148,0.0008314558,0.0001417261],"domain_scores_gemma":[0.998976,0.00004827687,0.0002895096,0.0001386893,0.0004310451,0.0001164672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01159686,0.004374413,0.05146894,0.00007953576,0.01258325,0.01517559,0.0107402,0.003907989,0.7463645,0.01019239,0.01526668,0.1182497],"study_design_scores_gemma":[0.01072136,0.001243946,0.4235375,0.00123054,0.007219315,0.005506445,0.01092774,0.00508833,0.4030668,0.008795002,0.1212983,0.001364728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753274,0.0001332675,0.0008071598,0.0197761,0.0008408814,0.00007466466,0.000003366605,0.00001072816,0.00302642],"genre_scores_gemma":[0.9953775,0.0002445945,0.000101319,0.0006147364,0.002774562,0.00000167337,0.000005031658,0.00001379443,0.0008667608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3720686,"threshold_uncertainty_score":0.9998632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302730750121984,"score_gpt":0.271043208013722,"score_spread":0.2580159005125022,"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."}}