{"id":"W2588381725","doi":"10.1159/000453674","title":"The Dialysis Sodium Gradient: A Modifiable Risk Factor for Fluid Overload","year":2017,"lang":"en","type":"article","venue":"Nephron Extra","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Sodium; Hemodialysis; Internal medicine; Endocrinology; Risk factor; Chemistry","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":[0.0003203328,0.0002097187,0.0002580689,0.0004269514,0.0002572565,0.0003223778,0.0001966793,0.0004170368,0.001455207],"category_scores_gemma":[0.00103687,0.0001620685,0.0002692578,0.0005950874,0.0001902128,0.0003331682,0.0002244626,0.0004843079,0.0001991347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791248,"about_ca_system_score_gemma":0.0002906276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717896,"about_ca_topic_score_gemma":0.002401783,"domain_scores_codex":[0.9998329,0.00004471408,0.0000182576,0.0000427525,0.00003479684,0.00002663033],"domain_scores_gemma":[0.9994529,0.00009634696,0.0002303111,0.00003802687,0.00004701733,0.000135368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009149365,0.00002453758,0.9989241,0.000003779684,0.0000163823,0.00004766142,0.00001478728,0.00001760201,0.0002099898,0.000009294789,0.00005994118,0.0005805691],"study_design_scores_gemma":[0.000005555941,0.000075923,0.999415,0.000003100751,0.00001379788,0.0001642953,0.00002459796,0.0001570346,0.00005122228,0.00001935286,0.0000677803,0.000002412648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990411,0.0002416184,0.0001150283,0.00009466671,0.000009967544,0.000005414198,0.0001454911,0.000007088623,0.0003395756],"genre_scores_gemma":[0.9996036,0.0000414546,0.0001081053,0.00003257702,0.0000154771,0.000003960111,0.00008895024,0.000001724202,0.0001041906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002717896,"threshold_uncertainty_score":0.005404174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322021855278476,"score_gpt":0.2772334171640029,"score_spread":0.2540131986112181,"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."}}