{"id":"W4220978573","doi":"10.1016/j.xkme.2022.100439","title":"Patient and Care Partner Burden in CKD Patients With and Without Anemia: A US-Based Survey","year":2022,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Otsuka Pharmaceutical Development and Commercialization; Akebia Therapeutics; Mutualité Sociale Agricole; AstraZeneca","keywords":"Anemia; Medicine; Kidney disease; Quality of life (healthcare); Internal medicine; Pediatrics; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000218454,0.000222823,0.000436731,0.0001457893,0.0001286313,0.000005503982,0.0000392836,0.00005016807,0.0003287876],"category_scores_gemma":[0.0002091993,0.000147676,0.00001641337,0.0002436906,0.0002235565,0.00002545877,0.00006897841,0.0002850981,0.000001529346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552092,"about_ca_system_score_gemma":0.0001891839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178392,"about_ca_topic_score_gemma":0.0001618606,"domain_scores_codex":[0.9984203,0.0001510008,0.000259736,0.0003961961,0.0005066873,0.0002660854],"domain_scores_gemma":[0.9990466,0.00007278629,0.00008555296,0.000248831,0.0001028519,0.0004433969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008163156,0.000188454,0.9885174,0.0001760951,0.00002521281,0.0000838698,0.003201746,0.000007242801,0.00003921011,0.000003573165,0.00455998,0.002380894],"study_design_scores_gemma":[0.02177055,0.005758029,0.9517197,0.0005075585,0.0001500175,0.00003909231,0.002834955,0.00008127448,0.00006405325,0.000003871772,0.01685653,0.0002143392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922986,0.0008906263,0.000001974017,0.004980032,0.00009381489,0.0007240711,0.00008473015,0.00003262408,0.0008935524],"genre_scores_gemma":[0.9957945,0.00004681911,0.0001964054,0.002661063,0.00005544288,0.00009525633,0.000898455,0.00003084384,0.0002211518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03679768,"threshold_uncertainty_score":0.6022054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323413821353446,"score_gpt":0.2633980563089515,"score_spread":0.250163918095417,"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."}}