{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03157959,0.0009716382,0.0006869998,0.003999097,0.002897257,0.0124,0.001885767,0.006509454,0.03357728],"category_scores_gemma":[0.04369795,0.0004687354,0.001261864,0.004607501,0.004109467,0.007829009,0.0143861,0.006791849,0.003380871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007965242,"about_ca_system_score_gemma":0.04928732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008585911,"about_ca_topic_score_gemma":0.01089531,"domain_scores_codex":[0.9800053,0.01181948,0.0009301851,0.0009908505,0.003323924,0.002930249],"domain_scores_gemma":[0.9623963,0.01144293,0.003876377,0.002494201,0.006469713,0.01332055],"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":[0.00009833684,0.0004974584,0.04201072,0.003271478,0.0002751999,0.0003064224,0.01328494,0.001257009,0.001273798,0.2655148,0.4626774,0.2095325],"study_design_scores_gemma":[0.00008424326,0.0001059673,0.03150754,0.003095111,0.00007964302,0.0001168245,0.01142545,0.0004813443,0.00051141,0.05345717,0.8990857,0.00004955524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01696053,0.01026572,0.007829487,0.7952542,0.004557245,0.0007597462,0.00249882,0.0004367378,0.1614375],"genre_scores_gemma":[0.5294408,0.02899081,0.06863756,0.3113753,0.005984703,0.002293734,0.005488149,0.0004645105,0.04732447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03357728,"threshold_uncertainty_score":0.1670108,"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."}}