{"id":"W3033606062","doi":"10.1093/ndt/gfaa139.so053","title":"SO053A REAL WORLD LONGITUDINAL ANALYSIS OF ANAEMIA TREATMENT PRESCRIPTIONS IN NON-DIALYSIS-DEPENDENT CHRONIC KIDNEY DISEASE PATIENTS, A CKDOPPS STUDY","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Discontinuation; Dialysis; Medical prescription; Nephrology; Population; Anemia; Incidence (geometry); Pediatrics; Pharmacology","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":[0.002047194,0.0003988869,0.0005129681,0.0008788849,0.0006210597,0.001031727,0.0006016748,0.0004837916,0.001433795],"category_scores_gemma":[0.005411469,0.00047641,0.001104669,0.00239335,0.0002253441,0.0005445243,0.001113649,0.0006732303,0.0002883375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641292,"about_ca_system_score_gemma":0.001538943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06884334,"about_ca_topic_score_gemma":0.05908933,"domain_scores_codex":[0.9982237,0.0007953277,0.00017931,0.000364352,0.0002365077,0.0002006651],"domain_scores_gemma":[0.9964742,0.0004682713,0.001464368,0.0005067868,0.0005719691,0.0005143929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001861071,0.00003798561,0.9977277,0.00003701374,0.0002219159,0.00005783426,0.0001547608,0.00005738654,0.0000938142,0.00004584828,0.0006534981,0.0007262483],"study_design_scores_gemma":[0.00004151204,0.00006143787,0.9987468,0.00001819177,0.000100704,0.00009250921,0.0001836321,0.0001956443,0.00002211356,0.00002079772,0.000512195,0.000004540817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846355,0.0002595287,0.0003007994,0.0001361934,0.00001150129,0.00007037159,0.01397853,0.000009649421,0.0005979714],"genre_scores_gemma":[0.9896623,0.0001702884,0.0003954588,0.0001062131,0.00002165858,0.0001455998,0.009213983,0.000007085519,0.0002773739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06884334,"threshold_uncertainty_score":0.1368852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610752608103521,"score_gpt":0.2723756063405915,"score_spread":0.2562680802595563,"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."}}