{"id":"W2071233178","doi":"10.1159/000369843","title":"CKD in Disadvantaged Populations","year":2015,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Garcia; Medicine; Download; Icon; Disadvantaged; Citation; Online search; Library science; World Wide Web; Humanities; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000259912,0.0000591255,0.0003245028,0.000249038,0.00001000446,0.000004397148,0.00006161693,0.00001429053,0.00004008429],"category_scores_gemma":[0.00008171021,0.00004232508,0.0000917705,0.0002676063,0.0001254551,0.00004576922,0.00002110226,0.0001229076,0.00001463335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005196192,"about_ca_system_score_gemma":0.00007419421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005989132,"about_ca_topic_score_gemma":0.0000325509,"domain_scores_codex":[0.9992455,0.00009455612,0.0003046256,0.00006692937,0.0001604153,0.0001279206],"domain_scores_gemma":[0.9993919,0.00002306038,0.0002088848,0.0001003876,0.00008241004,0.000193367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004162405,0.001921338,0.6837422,0.00002380438,0.0006656923,0.00299501,0.002296478,0.002554846,0.002879094,0.004538392,0.03652951,0.2576912],"study_design_scores_gemma":[0.002606671,0.002434451,0.9291106,0.00002887055,0.0002791515,0.0003386826,0.001631399,0.0002235491,0.00001050169,0.001584049,0.06166128,0.00009078996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907783,0.0001601959,0.0006002676,0.006434221,0.0001169202,0.00005534619,7.196825e-7,0.000004180964,0.00184989],"genre_scores_gemma":[0.9942931,0.00003120577,0.002045725,0.003392758,0.0001480559,0.000001251669,0.000002825773,0.000006420186,0.00007866182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576004,"threshold_uncertainty_score":0.1725967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386827477410056,"score_gpt":0.3293163638092206,"score_spread":0.2954480890351201,"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."}}