{"id":"W3088619142","doi":"10.1111/hdi.12875","title":"A systematic review with meta‐analysis of the effects of arm exercise training programs on arteriovenous fistula maturation among people with chronic kidney disease","year":2020,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate School, Chiang Mai University","keywords":"Medicine; Arteriovenous fistula; Meta-analysis; Kidney disease; Hemodialysis; Physical therapy; Disease; Physical medicine and rehabilitation; Internal medicine; Intensive care medicine; Surgery","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":[0.01237613,0.002810232,0.02070452,0.007578525,0.0008996028,0.00325383,0.001907801,0.002312132,0.003923602],"category_scores_gemma":[0.03766982,0.001571292,0.03207674,0.008108593,0.0007272561,0.001987743,0.001601801,0.001903067,0.0002899944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052735,"about_ca_system_score_gemma":0.00533994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00943678,"about_ca_topic_score_gemma":0.01992778,"domain_scores_codex":[0.9887827,0.005176526,0.003731076,0.0009322818,0.001059046,0.0003182935],"domain_scores_gemma":[0.9821512,0.01317935,0.002768652,0.0004783124,0.001212683,0.0002098749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001430328,0.00003550948,0.001978222,0.6157688,0.3683534,0.0001158754,0.00008770353,0.000247406,0.0001522531,0.0001006061,0.0004126405,0.01131724],"study_design_scores_gemma":[0.0006234461,0.0002763024,0.003005194,0.0567943,0.9371634,0.00009084483,0.00005351581,0.00009931481,0.00008822997,0.0001352118,0.001647831,0.00002243549],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00420743,0.993869,0.0003869775,0.000153081,0.0001661925,0.0005468271,0.0004233635,0.00001728789,0.0002299363],"genre_scores_gemma":[0.1139903,0.8791839,0.002432318,0.0008816115,0.0002330593,0.002285686,0.0006721023,0.00002144915,0.0002995983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02070452,"threshold_uncertainty_score":0.06545204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827520437049283,"score_gpt":0.3333886758133147,"score_spread":0.2951134714428219,"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."}}