{"id":"W2963463464","doi":"10.1111/hdi.12770","title":"Salvage of exhausted neck access using a novel inside‐out device in dialysis‐dependent patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis access; Hemodialysis; Catheter; Surgery; Venous access; Dialysis; Dialysis catheter; Occlusion; Vascular access","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":[0.0002561363,0.0002869258,0.0003717951,0.0006622381,0.0007131708,0.0005970675,0.0003747229,0.000505886,0.001203162],"category_scores_gemma":[0.001030095,0.0001530802,0.0003308629,0.0003841225,0.0006275346,0.0006033168,0.0005376532,0.0005356948,0.0002618084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355761,"about_ca_system_score_gemma":0.0004038718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004231024,"about_ca_topic_score_gemma":0.0006614749,"domain_scores_codex":[0.9998158,0.00003224206,0.00002820281,0.00002733203,0.00003793786,0.00005850635],"domain_scores_gemma":[0.9993174,0.0001546858,0.0002371981,0.00009409981,0.00003132638,0.0001653383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001915189,0.000190811,0.7312563,0.00005543349,0.00003447424,0.2419266,0.001403128,0.0002161549,0.008120383,0.0004620421,0.0002609651,0.0158823],"study_design_scores_gemma":[0.00001447941,0.0006267322,0.220181,0.00002994072,0.00004143149,0.7724935,0.001237975,0.0007323759,0.003021014,0.0002499706,0.001348459,0.000023034],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982711,0.0001804862,0.0004731275,0.00003319419,0.00000521152,0.000008036611,0.0000167837,0.000007610478,0.001004331],"genre_scores_gemma":[0.9995234,0.00008840342,0.0001690247,0.00002907042,0.00001176882,0.000003209367,0.00002381723,0.00000256373,0.0001488206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001203162,"threshold_uncertainty_score":0.004024923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680204875215248,"score_gpt":0.3873820241084007,"score_spread":0.3105799753562483,"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."}}