{"id":"W3090144178","doi":"10.1111/hdi.12881","title":"Intravascular albumin loss is strongly associated with plasma volume withdrawal in dialysis patients","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Hypoalbuminemia; Albumin; Hemodialysis; Medicine; Intravascular volume status; Dialysis; Serum albumin; Internal medicine; Plasma volume; Blood volume; Endocrinology; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002890997,0.0001595986,0.0003575967,0.0002581066,0.0002213231,0.0004158122,0.0001777333,0.0002784759,0.0008114255],"category_scores_gemma":[0.00198359,0.0001092992,0.0002343323,0.0003309879,0.0002091599,0.0002165009,0.0003301011,0.0005854891,0.0001152487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806384,"about_ca_system_score_gemma":0.0001712161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448345,"about_ca_topic_score_gemma":0.0004587694,"domain_scores_codex":[0.9996831,0.00009256637,0.00004589956,0.00005644245,0.00007794394,0.00004401595],"domain_scores_gemma":[0.9982989,0.0004555392,0.0007939622,0.00007445603,0.00013974,0.000237325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007710783,0.00005104029,0.9913292,0.00002289229,0.00006236619,0.0001814858,0.00007276911,0.00009211624,0.002809068,0.00001375064,0.00007669936,0.00451748],"study_design_scores_gemma":[0.000006198858,0.0002367576,0.9985369,0.000003217367,0.00002541546,0.0004484979,0.00003436387,0.0002251287,0.0003440757,0.00002510665,0.0001110845,0.00000323951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993789,0.0002571496,0.000134674,0.00002697037,0.000003915234,0.000002607757,0.00003497009,0.000003800841,0.0001569176],"genre_scores_gemma":[0.9998251,0.00003104292,0.00004053013,0.00001125834,0.000005936109,0.000001957532,0.00004175158,7.567376e-7,0.00004170228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008114255,"threshold_uncertainty_score":0.002714515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00828313171644888,"score_gpt":0.219642529318336,"score_spread":0.2113593976018872,"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."}}