{"id":"W1925721499","doi":"10.1111/hdi.12073","title":"Safety analysis of intermittent hemodialysis in patients with continuous flow left ventricular assist devices","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Asymptomatic; Blood pressure; Pulsatile flow; Cardiology; Surgery; Anesthesia; Internal medicine","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":[0.0002569596,0.000284135,0.0008123906,0.001121727,0.00003173318,0.00007613376,0.0005016646,0.0001215679,0.00399712],"category_scores_gemma":[0.00006926422,0.0002515559,0.0004111303,0.001101438,0.00004753129,0.0003737982,0.00007746939,0.0001780765,0.00007569298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594232,"about_ca_system_score_gemma":0.00001966451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000109299,"about_ca_topic_score_gemma":0.000314497,"domain_scores_codex":[0.9974992,0.00007259277,0.0009111143,0.0004049723,0.000808531,0.0003036001],"domain_scores_gemma":[0.9987147,0.0001211635,0.0002214371,0.0004361839,0.0003759713,0.000130519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002537472,0.0001712457,0.9161955,0.00002163935,0.003967606,0.000008670155,0.00009644996,0.0708615,0.00002435118,0.00004696586,0.00007786831,0.008502912],"study_design_scores_gemma":[0.0007873456,0.000018231,0.7615796,0.00002813447,0.0008957051,7.166476e-7,0.00003896056,0.235527,0.0002915814,0.00002749766,0.0005604604,0.0002448483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890427,0.00007761336,0.0088101,0.00004654729,0.0002463815,0.0002736995,0.0001112958,0.00008307594,0.001308601],"genre_scores_gemma":[0.997775,0.000003430866,0.001277638,0.0000798476,0.00004456165,0.0000375655,0.0007165167,0.00003147149,0.00003398145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646655,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005217048927153546,"score_gpt":0.1962663887399156,"score_spread":0.191049339812762,"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."}}