{"id":"W3173113596","doi":"10.1111/hdi.12945","title":"Elevated circulating fibrocyte levels in hemodialysis‐dependent end‐stage renal disease patients","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fibrocyte; Internal medicine; Cardiology; Dialysis; Hemodialysis; Ejection fraction; End stage renal disease; Bone marrow; Heart failure; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000338406,0.0002706506,0.0005577058,0.0003937064,0.00009549918,0.0001065404,0.0001599996,0.000127924,0.001625328],"category_scores_gemma":[0.0005831589,0.0002688782,0.000606168,0.0004923292,0.00004166774,0.0002084315,0.0001862946,0.0003123952,0.00006388946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007294196,"about_ca_system_score_gemma":0.0005012632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007833786,"about_ca_topic_score_gemma":0.00003873851,"domain_scores_codex":[0.9968305,0.0001141223,0.0007907575,0.0007018396,0.001187875,0.0003749202],"domain_scores_gemma":[0.9983479,0.0001003156,0.0002004277,0.0004594994,0.0006105066,0.0002813685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006431185,0.001233721,0.8117991,0.0001313285,0.001135006,0.000574174,0.0006768624,0.03158627,0.1366749,0.0004872514,0.0002680749,0.01479022],"study_design_scores_gemma":[0.006508518,0.00003375365,0.8759347,0.0003991321,0.000461943,0.00003012227,0.000109614,0.0905095,0.02188047,0.000212586,0.003354122,0.0005656057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933388,0.0001663297,0.001573952,0.0005379255,0.0005461998,0.0002107802,0.0002109289,0.00005923267,0.003355894],"genre_scores_gemma":[0.9932657,0.00003707159,0.001721337,0.0004730227,0.0004722363,0.0000262238,0.001557341,0.00004050705,0.002406517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1147944,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384863231936564,"score_gpt":0.2804900625409467,"score_spread":0.256641430221581,"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."}}