{"id":"W1979677678","doi":"10.1046/j.1525-139x.2001.00014.x","title":"Dialysate Leaks in Peritoneal Dialysis","year":2001,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Hydrothorax; Surgery; Peritoneal dialysis; Complication; Catheter; Leak; Continuous ambulatory peritoneal dialysis; Weakness; Anesthesia; Ascites","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":[0.0007465602,0.0003443502,0.001026467,0.001463783,0.00006435857,0.00006172358,0.0002590404,0.0001702887,0.0009139708],"category_scores_gemma":[0.0003902832,0.0003056627,0.0005921695,0.002961275,0.0001278302,0.0001443423,0.0001767828,0.0003130949,0.0001816299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226798,"about_ca_system_score_gemma":0.00007160631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009679928,"about_ca_topic_score_gemma":0.002212584,"domain_scores_codex":[0.9969835,0.0001931598,0.0008075286,0.0007053933,0.000645321,0.0006650968],"domain_scores_gemma":[0.9986002,0.0001613026,0.0001359358,0.0007625004,0.00006400309,0.0002760771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006912277,0.001911549,0.8263515,0.0001194151,0.0005913847,0.002798726,0.002294353,0.001930097,0.003387076,0.0001928119,0.001503591,0.1582282],"study_design_scores_gemma":[0.01260215,0.0005884528,0.8566633,0.001781735,0.005448678,0.00005049475,0.005734513,0.01603193,0.002680652,0.001815442,0.09428405,0.002318584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676268,0.001460913,0.0000692086,0.002165941,0.0001944937,0.0004238291,0.000008391823,0.00006797695,0.02798245],"genre_scores_gemma":[0.9918701,0.003261338,0.0003864517,0.0006159897,0.0002784527,0.0001394718,0.0001367233,0.00004558922,0.003265894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559097,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148484724907908,"score_gpt":0.2688152407600033,"score_spread":0.2573303935109242,"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."}}