{"id":"W4411902642","doi":"10.1111/hdi.70006","title":"Hemoglobin Target Levels Adjusted to Blood Sampling Conditions in Hemodialysis Patients","year":2025,"lang":"en","type":"letter","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Hemoglobin; Internal medicine; Blood sampling; Sampling (signal processing); Intensive care medicine; Emergency medicine","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":[0.000877753,0.0001520554,0.0003447465,0.0004813179,0.0009165041,0.0004816867,0.0004131658,0.003530792,0.003347524],"category_scores_gemma":[0.009777405,0.0001472675,0.00019911,0.0007143238,0.0003520677,0.0003765652,0.0002602063,0.002207506,0.001278254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567481,"about_ca_system_score_gemma":0.001213378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011711,"about_ca_topic_score_gemma":0.01402411,"domain_scores_codex":[0.9986807,0.0005482188,0.0002178115,0.00008606652,0.0003009494,0.0001662682],"domain_scores_gemma":[0.996863,0.00161028,0.000340713,0.0001083126,0.0006038496,0.0004739729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004863241,0.0002054994,0.07309013,0.0001126971,0.00002029029,0.01061209,0.0003130347,0.0003715898,0.0006512604,0.002496473,0.8532387,0.0584018],"study_design_scores_gemma":[0.0004979193,0.0006737757,0.3397368,0.001708717,0.00008977619,0.04723162,0.002226085,0.0060688,0.002548877,0.01861363,0.5804592,0.0001448117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05240578,0.005013105,0.0006421255,0.8817224,0.01110884,0.0000451844,0.00104593,0.0001072834,0.0479093],"genre_scores_gemma":[0.4917641,0.003048011,0.001045381,0.4697984,0.02041394,0.0001181524,0.0007898718,0.00007573565,0.01294643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.011711,"threshold_uncertainty_score":0.02328569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720952014495484,"score_gpt":0.292958198124071,"score_spread":0.2657486779791162,"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."}}