{"id":"W1974401183","doi":"10.1046/j.1492-7535.2003.00127.x","title":"Survival of Vascular Access in Daily Dialysis (DHD)","year":2003,"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; Dialysis; Hemodialysis; Angioplasty; Arteriovenous fistula; Hazard ratio; Occlusion; Proportional hazards model; Internal medicine; Surgery; Cardiology; Confidence interval","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":[0.0004740461,0.0001151251,0.0002505627,0.0004856592,0.0002394142,0.0004197153,0.0001840941,0.0002279185,0.002463914],"category_scores_gemma":[0.001752641,0.00005465647,0.0003905301,0.0004811151,0.0001663036,0.0003188824,0.0004912112,0.0003205897,0.0002729009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441869,"about_ca_system_score_gemma":0.000237008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546935,"about_ca_topic_score_gemma":0.0006808327,"domain_scores_codex":[0.9997005,0.00005198489,0.00002785971,0.00008986177,0.0000444471,0.00008526843],"domain_scores_gemma":[0.9987357,0.0002565282,0.0004050828,0.0001470194,0.0001265903,0.0003291978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000480174,0.0000515391,0.9877459,0.00004315903,0.00007448029,0.0002318567,0.0001081981,0.000213071,0.0002595723,0.0001182017,0.0003901426,0.0102837],"study_design_scores_gemma":[0.00001886616,0.0004723454,0.9959026,0.00002213546,0.00005095287,0.001017956,0.0001379514,0.0002960757,0.000191693,0.0002160283,0.00166481,0.000008515151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970943,0.0006277487,0.0001843291,0.0000442891,0.00001668732,0.000006233853,0.001115808,0.000006554902,0.0009042172],"genre_scores_gemma":[0.9981659,0.0001860761,0.00004678487,0.00001722433,0.00001724247,0.00000692569,0.001254995,0.000002234228,0.0003026095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002463914,"threshold_uncertainty_score":0.008242607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05214323705025944,"score_gpt":0.3717002055592195,"score_spread":0.3195569685089601,"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."}}