{"id":"W3011841702","doi":"10.34067/kid.0000752020","title":"Does Vascular Access Type Affect Access–Related Costs?","year":2020,"lang":"en","type":"letter","venue":"Kidney360","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Dialysis; Odds ratio; Hemodialysis; Fistula; Catheter; Vascular access; Arteriovenous fistula; Surgery; Cohort; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003753417,0.0007197236,0.00138475,0.0002873336,0.0009658491,0.0002111145,0.001895233,0.002103877,0.01191776],"category_scores_gemma":[0.0005649399,0.0004623405,0.0007345174,0.0008925208,0.0001115255,0.0003760815,0.0009667608,0.006385789,0.004346577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448577,"about_ca_system_score_gemma":0.001060172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009676935,"about_ca_topic_score_gemma":0.00008507373,"domain_scores_codex":[0.9946364,0.001042435,0.0009553806,0.001129161,0.0007864347,0.001450214],"domain_scores_gemma":[0.9967678,0.0005886057,0.0006656791,0.001171086,0.0002870035,0.000519887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003338457,0.00004123834,0.005055613,0.001035444,0.0006128281,0.0003792105,0.0006820196,0.000001117623,0.00003686924,0.00001650362,0.9912667,0.0008390167],"study_design_scores_gemma":[0.0008151106,0.00007144095,0.001134453,0.000555497,0.0007201285,0.000001379051,0.00004406393,0.0000564905,0.00002976104,0.0006114414,0.9952623,0.0006979817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002012801,0.0004757548,0.00005423701,0.9632606,0.01003418,0.00268014,0.0005318482,0.0006999997,0.02025044],"genre_scores_gemma":[0.004114483,0.001443757,0.00005009569,0.9661154,0.009118392,0.0002207679,0.00368057,0.0002868132,0.01496975],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007571186,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05262863051680564,"score_gpt":0.3802433395391071,"score_spread":0.3276147090223015,"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."}}