{"id":"W3096213327","doi":"10.1111/hdi.12900","title":"Elderly patients, isometric exercise, and native vascular access maturation: An unsolved question?","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Isometric exercise; Hemodialysis; Kidney disease; Internal medicine; Population; Incidence (geometry); Randomized controlled trial; Stenosis; Surgery; Physical therapy","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":[0.001593634,0.0002436272,0.0008797659,0.0002906149,0.0003166038,0.0007199953,0.0004991352,0.001218207,0.003180026],"category_scores_gemma":[0.003658894,0.000119059,0.0004815829,0.0006067444,0.0007605119,0.0008855442,0.0003373625,0.0007941313,0.0003121465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002528,"about_ca_system_score_gemma":0.0005397183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005248314,"about_ca_topic_score_gemma":0.0006891654,"domain_scores_codex":[0.9994143,0.0002795116,0.00006483829,0.00009645301,0.00008527157,0.00005957919],"domain_scores_gemma":[0.9962573,0.00207713,0.001013875,0.00007858055,0.0002526122,0.0003204746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005392118,0.001574828,0.5784902,0.007002602,0.001072805,0.001310342,0.0008086835,0.0003070895,0.001167265,0.002060715,0.01463029,0.386183],"study_design_scores_gemma":[0.0005683088,0.005824751,0.9493809,0.005186434,0.001549264,0.004783288,0.004003911,0.0007099573,0.0003063949,0.004849365,0.02276638,0.00007106302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4514967,0.5012153,0.0008767692,0.04115669,0.001539914,0.00006679482,0.000469116,0.00002269885,0.003156048],"genre_scores_gemma":[0.857514,0.1255082,0.001366564,0.006405767,0.008149551,0.00012442,0.0003188038,0.000006386399,0.0006063806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003180026,"threshold_uncertainty_score":0.01063824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052921416062361,"score_gpt":0.3564993824691413,"score_spread":0.3159701683085177,"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."}}