{"id":"W2462026960","doi":"10.1111/hdi.12443","title":"Maintenance of blood flow rate on dialysis with self‐centering CentrosFLO catheter: A multicenter prospective study","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Dialysis; Hemodialysis; Blood flow; Central venous catheter; Superior vena cava; Dialysis catheter; Surgery; Dialysis adequacy; Prospective cohort study; Hemodialysis Catheter; Lumen (anatomy); Inferior vena cava; Cardiology; Anesthesia","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":[0.002926028,0.0006347712,0.0005865756,0.0007163648,0.000547786,0.0008941189,0.0004583373,0.0007826306,0.001053703],"category_scores_gemma":[0.002947841,0.0004071151,0.0007736009,0.000813653,0.0004653058,0.0007929946,0.000418333,0.0005515997,0.0002863538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859154,"about_ca_system_score_gemma":0.0003463016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028447,"about_ca_topic_score_gemma":0.0006854466,"domain_scores_codex":[0.9986452,0.0005934199,0.0001223044,0.0002793282,0.000201454,0.0001583342],"domain_scores_gemma":[0.9966887,0.0006588962,0.001275059,0.0003516051,0.0003532114,0.0006725636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003033652,0.0006612543,0.9944119,0.00001609967,0.0001632924,0.00007130059,0.0001396072,0.00003455531,0.0004153912,0.00001128553,0.00004734353,0.0009943022],"study_design_scores_gemma":[0.0005392159,0.009539521,0.9883939,0.00001340502,0.0001649579,0.0003782625,0.0002596769,0.0002972091,0.0001769013,0.00001324371,0.0002108593,0.00001276138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997274,0.00007981245,0.00003825228,0.000005698336,0.000002081297,0.00002261424,0.0000532615,0.000001227795,0.00006964321],"genre_scores_gemma":[0.9995189,0.00006171931,0.00009693868,0.0000209692,0.00001318841,0.00003473602,0.0002002366,0.00000133906,0.00005194314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002926028,"threshold_uncertainty_score":0.01547444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163043244289152,"score_gpt":0.2989468406927348,"score_spread":0.2826425162638196,"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."}}