{"id":"W1967000537","doi":"10.1093/ndt/gfs244","title":"Renal anaemia - CKD 5D","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Urology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373902,0.0002263051,0.0004779641,0.0003416075,0.0007199174,0.0004196227,0.0003259855,0.0003074334,0.008200722],"category_scores_gemma":[0.0005052005,0.00007130823,0.0002886582,0.0003287729,0.0002246174,0.000186186,0.0004538902,0.0004412507,0.000810383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191089,"about_ca_system_score_gemma":0.001118781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551034,"about_ca_topic_score_gemma":0.004015517,"domain_scores_codex":[0.9997697,0.00003323819,0.00002742278,0.000045949,0.00007742725,0.00004615436],"domain_scores_gemma":[0.999736,0.00002668662,0.00009213775,0.0000118796,0.00006442842,0.00006878775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004283635,0.001707315,0.8306683,0.002105511,0.0005641561,0.004348345,0.0002851439,0.000616148,0.0137184,0.003295969,0.01121607,0.1271909],"study_design_scores_gemma":[0.0002538504,0.001691095,0.9353112,0.0003279056,0.0004346633,0.01405659,0.0001284585,0.001004874,0.002382237,0.001233501,0.04315453,0.00002106079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068708,0.01270662,0.003075934,0.001865096,0.0002862332,0.0005787456,0.004127668,0.0002514019,0.07023748],"genre_scores_gemma":[0.98535,0.001295327,0.002492883,0.0009981949,0.0001403684,0.00013235,0.001882315,0.00001145535,0.007697007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008200722,"threshold_uncertainty_score":0.02743417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516010195206071,"score_gpt":0.2594698567810438,"score_spread":0.2443097548289831,"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."}}