{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001601464,0.000160455,0.0002536027,0.0001732857,0.00007446408,0.00006156603,0.000346756,0.00005118352,0.001190218],"category_scores_gemma":[0.00004140046,0.0001549922,0.0000826042,0.00006412688,0.0000280757,0.0002498899,0.00007628812,0.0001220146,0.00001300149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579989,"about_ca_system_score_gemma":0.00002492423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005378262,"about_ca_topic_score_gemma":0.0007324695,"domain_scores_codex":[0.9986306,0.00002316231,0.0003704583,0.0002339112,0.0005715669,0.000170278],"domain_scores_gemma":[0.9992608,0.00004100942,0.0002066636,0.0003186908,0.0001212923,0.00005155296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105631,0.0003144503,0.9794126,0.00006050836,0.0005196513,0.0001102165,0.0004710598,0.01750424,0.0001435135,0.00003464999,0.00002425888,0.001294362],"study_design_scores_gemma":[0.001988878,0.00008038943,0.930839,0.00006859848,0.0001365801,0.000009459467,0.0000424792,0.06351345,0.002718734,0.00009786378,0.0002627178,0.000241857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948416,0.00001897965,0.002850393,0.00001747455,0.0002607579,0.0002307772,0.0001603352,0.00002056796,0.001599134],"genre_scores_gemma":[0.9988333,0.000001517311,0.0007497683,0.00002941468,0.00004272354,0.00009533241,0.000210439,0.00002138496,0.00001609363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04857354,"threshold_uncertainty_score":0.9997228,"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."}}