{"id":"W3009898498","doi":"10.1111/hdi.12828","title":"The effect of extended‐hours hemodialysis on outcomes: A systematic review and meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Meta-analysis; Medicine; Hemodialysis; Systematic review; Intensive care medicine; MEDLINE; Emergency medicine; Internal medicine","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":[0.01102218,0.002235152,0.01660689,0.005355678,0.0006118258,0.002986495,0.001687351,0.001929918,0.003551318],"category_scores_gemma":[0.02344619,0.001213575,0.02866348,0.007251263,0.0006008195,0.001699561,0.001313218,0.001876544,0.0002579875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275149,"about_ca_system_score_gemma":0.003455723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357913,"about_ca_topic_score_gemma":0.01548606,"domain_scores_codex":[0.9929206,0.003275742,0.002023299,0.0006755556,0.0008750734,0.0002297184],"domain_scores_gemma":[0.9820441,0.01329245,0.002802717,0.0004590878,0.001184886,0.0002167266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001983508,0.00003733534,0.002799317,0.4761903,0.5003307,0.0001158817,0.00007702118,0.0005636686,0.0001780974,0.000157994,0.0007607539,0.01680536],"study_design_scores_gemma":[0.0007328995,0.0002157556,0.004010831,0.03569697,0.9564974,0.0001095176,0.00003857079,0.0001952237,0.0001212169,0.0002069244,0.002152217,0.00002248454],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003018424,0.9957795,0.0003046634,0.0001391666,0.0000854675,0.0001723002,0.0003039831,0.00001479586,0.0001816862],"genre_scores_gemma":[0.1047537,0.8912195,0.001508458,0.0005873718,0.0001994323,0.0008646735,0.0005798686,0.00002022358,0.0002667404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01660689,"threshold_uncertainty_score":0.05829155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370300492167715,"score_gpt":0.3503243433890973,"score_spread":0.3166213384674202,"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."}}