{"id":"W1750163941","doi":"10.1177/089686080002000104","title":"Peritoneal Membrane Transport and Hypoalbuminemia: Cause or Effect?","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peritoneal dialysis; Hypoalbuminemia; Medicine; Intensive care medicine; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001990094,0.000458179,0.0005036531,0.001056032,0.0003302739,0.0008395604,0.0005209101,0.001185241,0.002636397],"category_scores_gemma":[0.007474635,0.0002890933,0.0006626636,0.0013434,0.001187883,0.0006411786,0.0004756543,0.0008190317,0.00025584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507025,"about_ca_system_score_gemma":0.0008191703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392875,"about_ca_topic_score_gemma":0.004490369,"domain_scores_codex":[0.9991405,0.0003568238,0.00008051949,0.0001486039,0.0001392727,0.0001342555],"domain_scores_gemma":[0.9906055,0.003340108,0.004467215,0.0003072379,0.0005051111,0.0007748742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003226897,0.000033933,0.9967836,0.00003207761,0.0001173572,0.00009317503,0.00002615568,0.0000306193,0.0001644944,0.00001939139,0.0000569586,0.002319502],"study_design_scores_gemma":[0.00001779734,0.0001475518,0.9988458,0.00002276367,0.0001281189,0.0004161539,0.00003896959,0.0001427136,0.00006171305,0.00004203775,0.0001323495,0.000003883523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879135,0.009807327,0.0002447703,0.001021769,0.00003964814,0.00001316433,0.0001255687,0.00001709779,0.0008170777],"genre_scores_gemma":[0.998594,0.0009051749,0.00009934189,0.00007038109,0.0001205422,0.000003655984,0.00007676444,0.000002656882,0.000127536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003392875,"threshold_uncertainty_score":0.01052475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009259858273784,"score_gpt":0.2726181219641145,"score_spread":0.2625255233813767,"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."}}