{"id":"W3202386766","doi":"10.1097/md.0000000000027371","title":"Risk factors for anemia in patients with chronic kidney disease","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Anemia; Cochrane Library; Meta-analysis; MEDLINE; Systematic review; Psychological intervention; Intensive care medicine; Internal medicine; Family medicine; Physical therapy","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":[0.01174722,0.001601,0.006150263,0.004427308,0.000463755,0.002086207,0.001160306,0.001532999,0.00190821],"category_scores_gemma":[0.02608594,0.000853183,0.01803955,0.004510826,0.0004374547,0.000982517,0.0009631049,0.001647879,0.0001045923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437929,"about_ca_system_score_gemma":0.002575647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526644,"about_ca_topic_score_gemma":0.007778214,"domain_scores_codex":[0.9914704,0.005023113,0.001531417,0.0007262005,0.001027229,0.0002216961],"domain_scores_gemma":[0.985209,0.01093035,0.002473886,0.0003989673,0.000834578,0.0001531595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.003072438,0.0001263423,0.06806639,0.2584156,0.6240934,0.0001287761,0.0002230707,0.001642649,0.0003018061,0.0007362507,0.001954408,0.04123882],"study_design_scores_gemma":[0.00103541,0.0006055069,0.04575621,0.04981693,0.894682,0.0003016637,0.0001359243,0.001237084,0.000339783,0.001172785,0.004853486,0.00006314708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01167534,0.9856315,0.0008277264,0.000548578,0.0002174186,0.0001620126,0.0004626269,0.00001447996,0.0004603219],"genre_scores_gemma":[0.3821042,0.6082466,0.005375154,0.001143846,0.000690532,0.000998895,0.001106025,0.00001748107,0.0003173127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01174722,"threshold_uncertainty_score":0.06212604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229288949072588,"score_gpt":0.2553958601295501,"score_spread":0.2461665711804775,"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."}}