{"id":"W1482741527","doi":"10.1111/hdi.12076","title":"Creation of arteriovenous fistulae for hemodialysis in octogenarians","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Dialysis; Population; Fistula; Surgery; Forearm; Renal replacement therapy; Dialysis adequacy; Internal medicine; Cardiology","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":[0.000410469,0.0001038988,0.0001907784,0.0008369783,0.0007252501,0.0006122963,0.0001416398,0.0002830105,0.0006587957],"category_scores_gemma":[0.000916953,0.0001286167,0.0003231326,0.0006910158,0.0002750627,0.0002772604,0.000477684,0.0003553643,0.0001140708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992325,"about_ca_system_score_gemma":0.0005929656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223474,"about_ca_topic_score_gemma":0.006326616,"domain_scores_codex":[0.9997204,0.00007687999,0.0000437669,0.00002989651,0.00003865462,0.00009048203],"domain_scores_gemma":[0.9993997,0.00008688798,0.0002865607,0.00003061843,0.00003095874,0.0001653526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000910883,0.00006492427,0.9882189,0.00001881349,0.00002037495,0.002611631,0.0001906337,0.00004275098,0.0005571521,0.00004597739,0.0001073672,0.008030393],"study_design_scores_gemma":[0.000006212123,0.0001779639,0.9853805,0.00003561542,0.0000371737,0.01225541,0.000709069,0.0001712129,0.0003282879,0.00008233608,0.0008088181,0.00000742031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981254,0.0007584014,0.0001770435,0.00009223053,0.000007812123,0.000008996749,0.00002652154,0.000002909438,0.0008006096],"genre_scores_gemma":[0.9982793,0.001091209,0.0002429836,0.0001067546,0.00003462862,0.000008872881,0.00005185676,0.000001434062,0.0001828717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002223474,"threshold_uncertainty_score":0.004421115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160544950816327,"score_gpt":0.3434648668129864,"score_spread":0.3118594173048231,"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."}}