{"id":"W1588308191","doi":"10.1111/hdi.12242","title":"The care and keeping of vascular access for home hemodialysis patients","year":2015,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Humber River Regional Hospital; University Health Network","funders":"","keywords":"Medicine; Troubleshooting; Vascular access; Hemodialysis; Home hemodialysis; Intensive care medicine; Catheter; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000697116,0.0003212846,0.0004445558,0.001165219,0.0005415489,0.001003494,0.0006592856,0.001209392,0.002191291],"category_scores_gemma":[0.002412115,0.0001221633,0.0003525386,0.001053677,0.000469218,0.001095358,0.000666251,0.0008792036,0.0008695601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498286,"about_ca_system_score_gemma":0.002286471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322374,"about_ca_topic_score_gemma":0.004083708,"domain_scores_codex":[0.9994646,0.0001493239,0.00008193411,0.00005607813,0.0002050684,0.00004298392],"domain_scores_gemma":[0.9992591,0.0003111636,0.0001636594,0.00001928952,0.0001916756,0.00005513119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001758663,0.0000737732,0.001033996,0.01849349,0.00005675419,0.0002691539,0.0004357423,0.00009535207,0.0004970485,0.001923487,0.01905254,0.9580511],"study_design_scores_gemma":[0.00001280645,0.0001536158,0.01280487,0.02562948,0.0001793362,0.007935005,0.00165525,0.0001087092,0.0007162163,0.002269909,0.9484956,0.00003916927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008444548,0.9945595,0.0002911448,0.001324024,0.0003198771,0.00001336389,0.00001707764,0.00001044324,0.002620001],"genre_scores_gemma":[0.006895558,0.9908992,0.0006986305,0.0005009865,0.0002737515,0.00001267215,0.00003211277,0.000002374558,0.0006847739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00322374,"threshold_uncertainty_score":0.007330656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08529851839424402,"score_gpt":0.4229642096562671,"score_spread":0.3376656912620231,"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."}}