{"id":"W2152835196","doi":"10.1111/j.1492-7535.2004.00077.x","title":"Blood access in daily hemodialysis","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Complication; Dialysis; Catheter; Surgery; Fistula; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365514,0.0002663928,0.0005390258,0.000852228,0.000466516,0.001449356,0.0006878164,0.001287915,0.006134774],"category_scores_gemma":[0.003512572,0.000114741,0.0003805702,0.001383081,0.001149586,0.001868037,0.0007037011,0.001877145,0.001283679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438457,"about_ca_system_score_gemma":0.001939205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315692,"about_ca_topic_score_gemma":0.001521236,"domain_scores_codex":[0.9988374,0.0005040768,0.0001334544,0.00009812204,0.0003469138,0.00007992702],"domain_scores_gemma":[0.9984335,0.0007396694,0.0002794077,0.00007498401,0.0002448747,0.0002275372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001353447,0.000145117,0.003473677,0.007340671,0.00007414469,0.0005483616,0.0006099654,0.0001691882,0.0004022504,0.02829095,0.05170701,0.9071032],"study_design_scores_gemma":[0.00006218272,0.0003979561,0.01479639,0.01041418,0.0001820665,0.01018136,0.0007758617,0.0002313682,0.0003005955,0.02591953,0.9367007,0.00003787537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002883645,0.9662592,0.001497753,0.006065237,0.003477857,0.00003470272,0.00003525358,0.00002698259,0.01971935],"genre_scores_gemma":[0.07295542,0.8965848,0.003371479,0.007383732,0.009415449,0.000100424,0.0001502946,0.00001993529,0.01001836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006134774,"threshold_uncertainty_score":0.02052289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389585737457011,"score_gpt":0.3727543657070713,"score_spread":0.3288585083325012,"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."}}