{"id":"W2921274029","doi":"10.1111/hdi.12751","title":"Brain natriuretic peptide reflects individual variation in hydration status in hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Signe och Olof Wallenius Stiftelse; Landstinget i Uppsala län","keywords":"Medicine; Hemodialysis; Internal medicine; Cardiology; Brain natriuretic peptide; Volume overload; Dialysis; Heart failure; Natriuretic peptide; Blood pressure; Prospective cohort study; Intravascular volume status; Cohort; Longitudinal study; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005213187,0.0001615868,0.0002728819,0.0003274594,0.0002302372,0.0003863786,0.0001830352,0.000346716,0.0008910661],"category_scores_gemma":[0.00158361,0.0001011997,0.00018513,0.0003038829,0.0001756491,0.0003221799,0.000332785,0.0003903163,0.0001430641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374865,"about_ca_system_score_gemma":0.0001093112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006437494,"about_ca_topic_score_gemma":0.0007131909,"domain_scores_codex":[0.9997047,0.00009040617,0.00003762603,0.00007311929,0.00006284748,0.0000313598],"domain_scores_gemma":[0.99925,0.0001817552,0.0003115919,0.00006233883,0.00007330145,0.0001210641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008357364,0.00002375896,0.9978115,0.000005724248,0.0000449069,0.00002923544,0.00005307063,0.00003262666,0.000575766,0.000007125899,0.00003606169,0.001296693],"study_design_scores_gemma":[0.000001752152,0.00006030564,0.9994276,0.000001901105,0.0000124336,0.000159089,0.00004210739,0.0001249866,0.00009377449,0.00001642965,0.00005825112,0.000001504604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994692,0.0001683083,0.00009190433,0.00001795506,0.000003956303,0.000003499649,0.00006790327,0.000002230728,0.0001751781],"genre_scores_gemma":[0.9997997,0.00003078344,0.00005960006,0.000009957396,0.000005120382,0.000002822021,0.00004870714,6.008842e-7,0.00004263952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008910661,"threshold_uncertainty_score":0.002980888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056334977105621,"score_gpt":0.2650734345821265,"score_spread":0.2545100848110703,"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."}}