{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003009386,0.000384009,0.0008999839,0.001281223,0.0004564954,0.002188022,0.001254486,0.001641935,0.01671933],"category_scores_gemma":[0.033059,0.0003379851,0.003038146,0.00239589,0.0005530042,0.002202796,0.0008706386,0.002160156,0.0008068894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000937395,"about_ca_system_score_gemma":0.001082549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041619,"about_ca_topic_score_gemma":0.01100766,"domain_scores_codex":[0.9971329,0.001134942,0.0004104088,0.000449378,0.0004587921,0.0004135346],"domain_scores_gemma":[0.9735698,0.01533574,0.007189281,0.000638869,0.001560955,0.001705453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009218429,0.0002086668,0.9612684,0.000948736,0.003615022,0.0002490137,0.0002588908,0.0005161174,0.00006888618,0.001204597,0.004765974,0.02597376],"study_design_scores_gemma":[0.00006682313,0.0002280923,0.9883471,0.0007900222,0.001907707,0.000781972,0.0006697807,0.0009637496,0.00007207926,0.002105623,0.00402306,0.00004385294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9005066,0.06441791,0.002164819,0.01554846,0.0008031739,0.00009034224,0.005433917,0.00003837294,0.01099647],"genre_scores_gemma":[0.9911324,0.005221752,0.0005085296,0.001059304,0.0004100708,0.00002369939,0.0008249729,0.00003142348,0.0007878413],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01671933,"threshold_uncertainty_score":0.05593175,"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."}}