{"id":"W4414585394","doi":"10.70070/9qtn3g23","title":"Central Venous Disease in Hemodialysis Patients: A Comprehensive Systematic Review of Pathophysiology, Management, and Outcomes","year":2025,"lang":"en","type":"article","venue":"The International Journal of Medical Science and Health Research","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Hemodialysis; Percutaneous; Randomized controlled trial; Dialysis; Systematic review; Stenosis; Complication; Central venous catheter; Cochrane Library","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005175945,0.001033361,0.006245375,0.008801885,0.000498756,0.001792081,0.001354915,0.001194637,0.003021554],"category_scores_gemma":[0.02117911,0.0006604846,0.005798366,0.01032721,0.0006084107,0.001531419,0.001110919,0.0008368886,0.0001594553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652796,"about_ca_system_score_gemma":0.01024875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008752725,"about_ca_topic_score_gemma":0.02218677,"domain_scores_codex":[0.995402,0.001454723,0.001847223,0.0003770393,0.0007829445,0.0001361693],"domain_scores_gemma":[0.9817029,0.01285929,0.003613881,0.0002134569,0.001400467,0.0002100397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001329318,0.00001856947,0.00158375,0.957143,0.007110745,0.00008073198,0.0002002073,0.0001017068,0.0000923197,0.0001707693,0.0014221,0.0319432],"study_design_scores_gemma":[0.0002104638,0.000278173,0.01061863,0.8941233,0.07427055,0.0005175663,0.0003446029,0.0001165677,0.0001143693,0.000282903,0.01907975,0.00004313573],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001299847,0.9975821,0.00008546957,0.0001596046,0.00004512735,0.0001756991,0.0004807799,0.00000427978,0.0001671464],"genre_scores_gemma":[0.01446864,0.9839739,0.0004928787,0.000271311,0.00005117881,0.0003613732,0.000322286,0.000002706812,0.00005563615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008801885,"threshold_uncertainty_score":0.02737337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122622929964508,"score_gpt":0.5155485318310571,"score_spread":0.3929256018665491,"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."}}