{"id":"W2188896214","doi":"10.1177/089686080202200214","title":"Peritoneal Dialysis in Asia: An External Perspective","year":2002,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Peritoneal dialysis; Medicine; Context (archaeology); Dialysis; Public health; Intensive care medicine; Demography; Internal medicine; Pathology; Geography","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":[0.0003645213,0.0003603792,0.0006717392,0.0009589768,0.0001230959,0.0002130659,0.000438555,0.0001574563,0.007347842],"category_scores_gemma":[0.0002182537,0.0003283189,0.0006507286,0.0006795988,0.0001701056,0.0004230674,0.0001623238,0.0003759414,0.00035291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006539107,"about_ca_system_score_gemma":0.00004360179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008998225,"about_ca_topic_score_gemma":0.0003612395,"domain_scores_codex":[0.9965659,0.0001590534,0.0006932776,0.0008559042,0.001260168,0.0004656467],"domain_scores_gemma":[0.9985843,0.00005364747,0.000168517,0.0005197399,0.0002791572,0.0003946616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003770211,0.03586773,0.4933701,0.0002522824,0.01167536,0.006966386,0.03887823,0.003450497,0.04183198,0.06566305,0.01539338,0.2828808],"study_design_scores_gemma":[0.009740802,0.0008656941,0.7661882,0.0003351795,0.002694861,0.0001867939,0.008402903,0.1677103,0.001933383,0.002362987,0.03772098,0.001857905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8667173,0.0008340452,0.0007321833,0.006953426,0.001201033,0.0004816077,0.00006725422,0.0001445891,0.1228685],"genre_scores_gemma":[0.9914764,0.0003428923,0.001299449,0.0006109622,0.001925697,0.0001344419,0.0001520313,0.00004629981,0.0040118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810229,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042172948054086,"score_gpt":0.2971380748260636,"score_spread":0.2767163453455227,"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."}}