{"id":"W4280571171","doi":"10.1111/hdi.13022","title":"Anemia, overhydration, and lower muscle strength in hemodialysis patients with protein‐energy wasting","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Wasting; Hemodialysis; Anemia; Internal medicine; Cardiology; Intensive care 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":[0.0003750327,0.0001653411,0.0003276758,0.000497199,0.0003585593,0.0004057107,0.0001504456,0.0002734108,0.001265679],"category_scores_gemma":[0.001013752,0.0001647475,0.0002089952,0.0005491213,0.0001754375,0.0002399231,0.0002334686,0.00033268,0.00009104153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743539,"about_ca_system_score_gemma":0.0001620212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175492,"about_ca_topic_score_gemma":0.002026207,"domain_scores_codex":[0.9998096,0.00005557437,0.0000244442,0.00004488942,0.00003471698,0.00003088616],"domain_scores_gemma":[0.9994115,0.0001058843,0.000318276,0.00002237405,0.00004552786,0.00009654172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004938112,0.00002303114,0.9992525,0.000005316951,0.00002117289,0.00005640625,0.00002641173,0.000008338415,0.0001307149,0.000002905178,0.00002326221,0.0004004808],"study_design_scores_gemma":[0.000005956663,0.00007972922,0.9994013,0.000003606049,0.00001281677,0.0002925893,0.00007113826,0.00006357586,0.00002562196,0.000006078778,0.00003651056,0.000001091272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996778,0.000106004,0.00003038795,0.0000225589,0.000002486476,0.000003123776,0.00006029911,9.725868e-7,0.00009639732],"genre_scores_gemma":[0.9998411,0.00003064876,0.00002835244,0.0000145439,0.000005648554,0.000002385714,0.00004903365,2.293602e-7,0.0000281214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002175492,"threshold_uncertainty_score":0.004325688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005413492841105238,"score_gpt":0.2079460865622094,"score_spread":0.2025325937211042,"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."}}