{"id":"W1817221573","doi":"10.1111/hdi.12289","title":"Morphometric and histological parameters in veins of diabetic patients undergoing brachiocephalic fistula placement","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Diabetes mellitus; Brachiocephalic vein; Vein; Cephalic vein; Hemodialysis; Arteriovenous fistula; Internal medicine; Fistula; Surgery; Cardiology; Pathology; Endocrinology","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":[0.0004287687,0.0001554526,0.0003340241,0.000669428,0.0002260743,0.000416228,0.000100797,0.0002274559,0.001087629],"category_scores_gemma":[0.00091677,0.0001392634,0.0002302482,0.0005161731,0.0001942878,0.000232774,0.0001878132,0.0003047551,0.0001245353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393405,"about_ca_system_score_gemma":0.0001245809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953716,"about_ca_topic_score_gemma":0.0004018007,"domain_scores_codex":[0.9997901,0.00005110091,0.00002397593,0.00005463662,0.00004446936,0.00003573213],"domain_scores_gemma":[0.999257,0.0001136068,0.0003661226,0.00004863658,0.00005111239,0.0001633752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170792,0.0001823052,0.9917401,0.00002208553,0.00004181396,0.0002169926,0.0000798796,0.00004181635,0.00254733,0.00002026355,0.00003523124,0.003364207],"study_design_scores_gemma":[0.0000235619,0.001699126,0.996561,0.000005452436,0.00003323341,0.000787118,0.0001963751,0.0001113868,0.0004342777,0.00002741818,0.0001164667,0.000004624608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996282,0.0001249236,0.00007941823,0.000003508882,0.000001905662,0.000004935799,0.00004849959,0.000001217921,0.0001074296],"genre_scores_gemma":[0.9994765,0.00009706408,0.0001407038,0.000008942119,0.000006340912,0.00000955048,0.0001265368,9.140301e-7,0.0001334346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001087629,"threshold_uncertainty_score":0.003638506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688897634456338,"score_gpt":0.3326303945015889,"score_spread":0.2757414181570256,"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."}}