{"id":"W2568787304","doi":"10.1111/hdi.12533","title":"Native arteriovenous fistula placement in three patients after implantation of a left ventricular assist device with non‐pulsatile blood flow","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulsatile flow; Arteriovenous fistula; Dialysis; Hemodialysis; Cardiology; Ventricular assist device; Fistula; Internal medicine; Surgery; Heart failure","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":[0.0003561849,0.001400638,0.0008635506,0.001703906,0.002742967,0.00171941,0.001008368,0.004095426,0.001375922],"category_scores_gemma":[0.003794564,0.001118781,0.001347313,0.0008637423,0.00204709,0.001004515,0.001398063,0.003699086,0.0003669212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119185,"about_ca_system_score_gemma":0.0009108129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938415,"about_ca_topic_score_gemma":0.0024309,"domain_scores_codex":[0.9993652,0.00005129075,0.0001007494,0.0001103402,0.00007638145,0.0002960814],"domain_scores_gemma":[0.9971197,0.0007818915,0.0006056611,0.0002119315,0.0001355471,0.001145417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001197941,0.0002562045,0.08592957,0.00002960187,0.00003892707,0.9086509,0.000640484,0.0001586837,0.001160329,0.0001498921,0.0002124407,0.002653111],"study_design_scores_gemma":[0.00003752523,0.0004408818,0.04109114,0.00001579151,0.00002835518,0.9558904,0.0005077832,0.0003883669,0.001019982,0.0001553366,0.0003862702,0.00003821747],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960558,0.0005265282,0.00144273,0.0005629102,0.0001080746,0.00005170771,0.00004440267,0.0000580489,0.001149913],"genre_scores_gemma":[0.9983454,0.0002286244,0.0006419281,0.000259103,0.0001302223,0.00002167304,0.00005232119,0.00001464498,0.0003061863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004095426,"threshold_uncertainty_score":0.008647561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008129066103448256,"score_gpt":0.2231263744863033,"score_spread":0.2149973083828551,"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."}}