{"id":"W1972091634","doi":"10.1046/j.1523-1755.2001.00754.x","title":"Children with hypoalbuminemia on continuous peritoneal dialysis are at risk for technique failure","year":2001,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Hypoalbuminemia; Peritoneal dialysis; Medicine; Intensive care medicine; Internal 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":[0.0001216367,0.0001718658,0.0002551967,0.0001895619,0.00009455871,0.00003988305,0.0001472076,0.00006490569,0.0004782463],"category_scores_gemma":[0.0002120325,0.0001213514,0.0002210808,0.0001217349,0.00005131226,0.00004355899,0.00005280043,0.000110009,0.00005538555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512944,"about_ca_system_score_gemma":0.00004443151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004631953,"about_ca_topic_score_gemma":0.000040346,"domain_scores_codex":[0.9988422,0.00002057313,0.0002020856,0.0003311276,0.0004221351,0.0001818866],"domain_scores_gemma":[0.9992014,0.00003127754,0.0001575654,0.0002308968,0.0001268191,0.0002520439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002226054,0.0009908158,0.687412,0.00003537604,0.003131262,0.0001041793,0.0001056011,0.00006037224,0.001971568,0.0006359362,0.2964076,0.006919252],"study_design_scores_gemma":[0.006213541,0.0006577161,0.4835187,0.0003394493,0.001471559,0.0001246721,0.00009338372,0.0005653129,0.004138194,0.0001540374,0.5022961,0.0004272905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361446,0.0000450193,0.008439925,0.02547652,0.0003717699,0.002279101,0.001022746,0.0002003501,0.02601992],"genre_scores_gemma":[0.9820516,0.00004928359,0.002926201,0.001945005,0.0009668829,0.0004028172,0.001244388,0.00003257312,0.01038128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058886,"threshold_uncertainty_score":0.5236462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006129904200526529,"score_gpt":0.2390695367160235,"score_spread":0.232939632515497,"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."}}