{"id":"W4404523741","doi":"10.34067/kid.0000000651","title":"Global Policy and Advocacy Initiatives for Improving Kidney Care","year":2024,"lang":"en","type":"article","venue":"Kidney360","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"International Society of Nephrology","keywords":"Kidney disease; Nephrology; Medicine; Dialysis; Health care; Population; Public health; Intensive care medicine; Family medicine; Economic growth; Environmental health; Internal medicine; 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":[0.0002300522,0.0001413354,0.0002680672,0.0001638801,0.0001294866,0.0001468264,0.00009353003,0.0001269813,0.00002271843],"category_scores_gemma":[0.0004774025,0.0001234093,0.00009872361,0.0002588452,0.00004082768,0.0002689019,0.00004832945,0.0000707309,0.00006520071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700119,"about_ca_system_score_gemma":0.0004480006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400236,"about_ca_topic_score_gemma":0.00004788931,"domain_scores_codex":[0.9988472,0.000007483855,0.0003945368,0.000389711,0.0000260495,0.00033499],"domain_scores_gemma":[0.9993556,0.00001797068,0.00008020477,0.000163467,0.00003522036,0.000347556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001171573,0.00001746945,0.01887234,0.003431556,0.00007219039,0.000008918936,0.005242315,0.000001289045,0.00001276733,0.9012788,0.005214937,0.0658357],"study_design_scores_gemma":[0.0007485231,0.0002180044,0.02424201,0.0002202655,0.000005948603,0.0000257025,0.00150174,0.001165629,0.00002915689,0.0512573,0.9201266,0.0004591476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2430634,0.1145339,0.02786046,0.05331174,0.01204759,0.004399523,0.02024201,0.001161555,0.5233798],"genre_scores_gemma":[0.9962007,0.0001577674,0.0005109815,0.001285512,0.000905131,0.00006562306,0.00004683964,0.00002652704,0.0008009669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9149116,"threshold_uncertainty_score":0.6050398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116732602431991,"score_gpt":0.2885729077582647,"score_spread":0.2674055817339448,"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."}}