{"id":"W2059288121","doi":"10.1111/j.1492-7535.2004.80410.x","title":"Six years of experience with nightly home hemodialysis access","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Hemodialysis; Surgery; Sepsis; Dialysis catheter; Fistula; Hemodialysis Catheter; Cannula; Exit site; Dialysis; Arteriovenous fistula","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":[0.0007144221,0.000357513,0.0002585137,0.0006329083,0.001361397,0.0007171665,0.0004600407,0.0005291235,0.00734696],"category_scores_gemma":[0.001639726,0.0002133712,0.0004307289,0.000589103,0.0003816547,0.0008247144,0.001009342,0.0007550921,0.001326047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004611577,"about_ca_system_score_gemma":0.0006984238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392517,"about_ca_topic_score_gemma":0.00358956,"domain_scores_codex":[0.9993783,0.00009821349,0.00005248763,0.00008701349,0.0001221387,0.0002617144],"domain_scores_gemma":[0.9970847,0.0002717231,0.0004558771,0.0001386193,0.0002279191,0.001821174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292127,0.002775854,0.8865444,0.0001262935,0.00009655191,0.01279449,0.004957749,0.0002867797,0.001492689,0.0003143396,0.004173951,0.08620772],"study_design_scores_gemma":[0.0001022745,0.005583884,0.7452031,0.0001678947,0.0001098255,0.1979657,0.007236061,0.001044189,0.001660643,0.0006318692,0.04020738,0.00008705329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924576,0.001390754,0.0006101285,0.0005820177,0.0001207746,0.00002359499,0.0001121493,0.00005384978,0.004649173],"genre_scores_gemma":[0.9920002,0.0008779749,0.0006559378,0.0007952349,0.000113903,0.00001289318,0.0001815945,0.00001861089,0.005343705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00734696,"threshold_uncertainty_score":0.02457803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662818170289709,"score_gpt":0.2902906992687134,"score_spread":0.2736625175658163,"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."}}