{"id":"W2000952808","doi":"10.1093/ndt/17.12.2265","title":"Poor ultrafiltration shortly after peritoneal dialysis initiation","year":2002,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Medicine; Peritoneal dialysis; Ultrafiltration (renal); Urokinase; Catheter; Fibrin; Dialysis; Hemodialysis; Surgery; Occlusion; Urology; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003791499,0.0002637312,0.0005174433,0.000705801,0.0008043725,0.0005660626,0.0002353442,0.0007598223,0.001855527],"category_scores_gemma":[0.003871232,0.0001065116,0.0002838809,0.0004170382,0.0002865977,0.0005544638,0.0003374811,0.001872975,0.000304889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005111342,"about_ca_system_score_gemma":0.0004895889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252445,"about_ca_topic_score_gemma":0.001219401,"domain_scores_codex":[0.9996052,0.00006721811,0.00006798724,0.0000517224,0.00007331514,0.0001344703],"domain_scores_gemma":[0.9973342,0.0006267867,0.0009027584,0.0001055597,0.0003057164,0.0007250603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346853,0.000222218,0.9162999,0.0002321283,0.00007125663,0.05273331,0.0005864055,0.0002784964,0.00661975,0.0007527776,0.001539763,0.01931725],"study_design_scores_gemma":[0.00002835694,0.001633442,0.8909615,0.0002001939,0.00008953206,0.09273306,0.0007677663,0.0005158198,0.005629379,0.001171728,0.006203654,0.00006557556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777736,0.005551636,0.003551444,0.003212648,0.0004999852,0.000119684,0.0004599354,0.0001306707,0.008700321],"genre_scores_gemma":[0.9980108,0.0004054042,0.000300578,0.0004642621,0.0001296368,0.000007765353,0.0001649986,0.000007615187,0.0005089303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001855527,"threshold_uncertainty_score":0.006207347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131721041780668,"score_gpt":0.2389079608653835,"score_spread":0.2257358566873167,"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."}}