{"id":"W1514834756","doi":"10.1111/imj.12663","title":"Chronic kidney disease in disadvantaged populations","year":2015,"lang":"en","type":"editorial","venue":"Internal Medicine Journal","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Medicine; Kidney disease; Poverty; Population; Public health; Disadvantage; Indigenous; Ethnic group; Health care; Disease; Economic growth; Gerontology; Environmental health; Political science; Pathology; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100093,0.0006190422,0.001312752,0.0009069925,0.0001002733,0.00006856178,0.0004780788,0.0004714287,0.003853336],"category_scores_gemma":[0.01725279,0.0004586933,0.0003854774,0.0003157399,0.0002738162,0.0002451073,0.0001373349,0.003694362,0.000147911],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155602,"about_ca_system_score_gemma":0.01018433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557784,"about_ca_topic_score_gemma":0.00008920613,"domain_scores_codex":[0.994688,0.0001800031,0.001386657,0.0005390535,0.002447112,0.0007592033],"domain_scores_gemma":[0.9933691,0.0003251076,0.0006123753,0.0005956775,0.0006972592,0.0044005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007664993,0.0001938857,0.01503842,0.000478012,0.000177628,0.001915948,0.0001438855,0.00001162184,0.00004441477,0.00001198851,0.9799221,0.001295572],"study_design_scores_gemma":[0.01190181,0.0009741103,0.004035247,0.0156465,0.001089544,0.0001496153,0.00007244003,0.0002026081,0.000003528005,0.001689456,0.963833,0.0004021845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001845892,0.02321352,0.000115164,0.008936496,0.9586072,0.0005148703,0.0003792484,0.00008035645,0.006307283],"genre_scores_gemma":[0.01075253,0.001244667,0.00005696405,0.0005540135,0.973484,0.00002857011,0.001520175,0.0001287335,0.01223035],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02196885,"threshold_uncertainty_score":0.9997865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163388046828088,"score_gpt":0.3542642137340011,"score_spread":0.3326303332657202,"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."}}