{"id":"W4362601126","doi":"10.1590/2175-8239-jbn-2023-e001en","title":"Peritoneal dialysis: why not?","year":2023,"lang":"en","type":"letter","venue":"Brazilian Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005541145,0.0004038633,0.001590514,0.001132053,0.0000751184,0.00005897065,0.0004485627,0.0007657869,0.0009936976],"category_scores_gemma":[0.0001585208,0.0003030038,0.001420363,0.0004294775,0.0002329995,0.00007911836,0.0001308879,0.002097186,0.0004914578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043725,"about_ca_system_score_gemma":0.0002874376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578267,"about_ca_topic_score_gemma":0.000009307357,"domain_scores_codex":[0.9967217,0.0002941928,0.00113455,0.0003824703,0.0008888333,0.0005782961],"domain_scores_gemma":[0.9978013,0.0001755601,0.0008651661,0.0005269611,0.0003589542,0.0002720394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004360088,0.00009249624,0.00009815734,0.0002714288,0.002599974,0.02233617,0.00008651112,0.00001252613,0.0003282458,0.00001098235,0.9696205,0.004107046],"study_design_scores_gemma":[0.001376182,0.0007758362,0.005421121,0.0002090122,0.003592886,0.0007802189,0.00003687777,0.000025872,0.00002079338,0.0001513569,0.9873715,0.0002383467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005960001,0.0007015032,0.00009741802,0.989084,0.001887773,0.0002617455,0.00003390107,0.00004900958,0.001924663],"genre_scores_gemma":[0.002560759,0.0005478867,0.0002698637,0.9680921,0.02059838,0.00001173841,0.0001487834,0.0001140672,0.007656395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02155595,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028956588683738,"score_gpt":0.2721039915339866,"score_spread":0.2518144256471492,"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."}}