{"id":"W2003830800","doi":"10.1159/000366477","title":"Frequent Hemodialysis Fistula Infectious Complications","year":2014,"lang":"en","type":"article","venue":"Nephron Extra","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Western University; Toronto General Hospital","funders":"","keywords":"Medicine; Hemodialysis; Fistula; Bacteremia; Surgery; Dialysis; Arteriovenous fistula; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001221181,0.0002260873,0.0005303973,0.0006994535,0.0004037016,0.0008003119,0.0003758915,0.000351122,0.003735589],"category_scores_gemma":[0.007499882,0.0001021427,0.000431648,0.001051257,0.0003563523,0.0004024093,0.0004711425,0.0005441625,0.0002587523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007785432,"about_ca_system_score_gemma":0.0009485097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908433,"about_ca_topic_score_gemma":0.001879596,"domain_scores_codex":[0.9985001,0.0004184869,0.0003368666,0.0001893592,0.0003810069,0.0001741925],"domain_scores_gemma":[0.9854675,0.005060507,0.007353044,0.0004831231,0.0008966011,0.0007392376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003085782,0.000119313,0.9423346,0.001507526,0.0002878315,0.001201165,0.0002707381,0.0001354393,0.0004103504,0.0001869839,0.00157606,0.05166148],"study_design_scores_gemma":[0.00005709421,0.0005381647,0.9578029,0.001483135,0.000365122,0.03167795,0.0004973953,0.0002110646,0.0004282658,0.0003738002,0.006541677,0.00002342009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398809,0.04815431,0.001512453,0.0009011289,0.0001252263,0.0001236631,0.001544913,0.00006710545,0.007690245],"genre_scores_gemma":[0.9900789,0.007916181,0.0005510403,0.0003841516,0.0002356721,0.00005375598,0.0005306331,0.000006645695,0.0002428666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003735589,"threshold_uncertainty_score":0.01249683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416636158188122,"score_gpt":0.3363546975985466,"score_spread":0.3021883360166654,"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."}}