{"id":"W4403777250","doi":"10.1111/hdi.13180","title":"Prior central venous catheter placement and age are associated with earlier intervention after permanent hemodialysis access creation","year":2024,"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; Hazard ratio; Retrospective cohort study; Proportional hazards model; Cohort; Catheter; Confounding; Surgery; Central venous catheter; Arteriovenous fistula; Multivariate analysis; Internal medicine; 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":[0.0003719775,0.0001862741,0.0002292701,0.0003929068,0.0002621556,0.0004433205,0.0002254602,0.0002334993,0.003697916],"category_scores_gemma":[0.003119028,0.0001283334,0.0004787748,0.0004151554,0.0002070937,0.0002947201,0.0003000131,0.0006463182,0.000179114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444746,"about_ca_system_score_gemma":0.0003392581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000838066,"about_ca_topic_score_gemma":0.0008525818,"domain_scores_codex":[0.9997141,0.00004539448,0.00003764827,0.000064588,0.00006628205,0.00007195932],"domain_scores_gemma":[0.995546,0.0009713231,0.002377892,0.0002089453,0.00021027,0.0006855519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007867454,0.00001412567,0.9980732,0.0000084718,0.00002031837,0.0001465884,0.00002077652,0.00003582739,0.0001576217,0.000010706,0.00003929331,0.001394304],"study_design_scores_gemma":[0.000003079734,0.00009260736,0.9970632,0.00001043863,0.00003146285,0.002216973,0.00007232768,0.0001933089,0.0001129801,0.00002926768,0.0001705127,0.00000375811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989213,0.000500043,0.0001459994,0.00003793097,0.00001287183,0.000002308999,0.00008296446,0.000005076497,0.0002914806],"genre_scores_gemma":[0.9996694,0.0001296867,0.00004876405,0.00000600655,0.0000164757,0.000001289563,0.00006177583,0.000001257836,0.00006536033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697916,"threshold_uncertainty_score":0.01237071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633177315905008,"score_gpt":0.3401252447894744,"score_spread":0.3137934716304243,"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."}}