{"id":"W2385165680","doi":"10.1111/hdi.12426","title":"Urgent hemodialysis with the use of peripheral veins to avoid catheter insertion","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Catheter; Arteriovenous fistula; Surgery; Hemodialysis Catheter; Fistula; Vascular access; Vein; Peripheral; Uremia; Central venous catheter; 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":[0.0002868141,0.0005302764,0.0002839075,0.0007721319,0.001059141,0.0007393609,0.0006793439,0.002209343,0.0011699],"category_scores_gemma":[0.002490352,0.0002275225,0.0004420419,0.0003643477,0.0009611053,0.001066109,0.0006121738,0.001998051,0.0005159152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259375,"about_ca_system_score_gemma":0.0004463611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003104589,"about_ca_topic_score_gemma":0.0004991095,"domain_scores_codex":[0.9996531,0.00008713092,0.00004784673,0.00006626587,0.00008168879,0.00006400122],"domain_scores_gemma":[0.9992106,0.0002671882,0.0001833201,0.0001192599,0.00005103584,0.0001685995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000335168,0.0004514355,0.05433624,0.0007529736,0.00007286984,0.7278304,0.002194618,0.0005802296,0.0288658,0.003895869,0.005254347,0.17543],"study_design_scores_gemma":[0.00001149809,0.0001913085,0.005267203,0.00007431056,0.00001548404,0.9855365,0.0001644828,0.0003165579,0.002490128,0.0009043855,0.005008335,0.00001980568],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.834015,0.02897887,0.09205852,0.009583133,0.002246305,0.0001906203,0.0001181431,0.001333033,0.03147644],"genre_scores_gemma":[0.9694012,0.00393198,0.01947912,0.002492558,0.002146801,0.00003157942,0.00004800394,0.00006380782,0.002404948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209343,"threshold_uncertainty_score":0.003913701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05713105353824521,"score_gpt":0.3225240546747368,"score_spread":0.2653930011364916,"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."}}