{"id":"W4393856313","doi":"10.1016/j.ekir.2024.02.182","title":"WCN24-987 ORGANIZATION AND STRUCTURES FOR DETECTION AND MONITORING OF CHRONIC KIDNEY DISEASE ACROSS WORLD COUNTRIES AND REGIONS: AN OBSERVATIONAL DATA FROM GLOBAL SURVEY","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Observational study; Kidney disease; Intensive care medicine; Environmental health; Internal medicine","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":[0.0007965996,0.0001526916,0.0001805902,0.00007377132,0.0004821074,0.0001115106,0.000148177,0.0001183157,0.00009908813],"category_scores_gemma":[0.00791272,0.0001495148,0.00001479281,0.0002178069,0.0001411811,0.0007717549,0.0002549148,0.0001863154,0.000001625211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002998,"about_ca_system_score_gemma":0.001261838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004550961,"about_ca_topic_score_gemma":0.004932856,"domain_scores_codex":[0.9979631,0.0001412584,0.0007251085,0.0005976848,0.0003546911,0.0002181124],"domain_scores_gemma":[0.9973468,0.0007495852,0.0003218158,0.0003587702,0.0007991987,0.0004238468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009860588,0.0000137432,0.9914594,0.0003617554,0.00005975733,0.00001623218,0.0005692006,0.000008630222,0.0002100555,0.002515535,0.002840562,0.001846499],"study_design_scores_gemma":[0.0001424667,0.00003507404,0.941365,0.0007343937,0.00004483612,0.0000197253,0.0004366262,0.01319049,0.0003583119,0.02334484,0.02015349,0.000174771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767126,0.001310302,0.00414527,0.00307138,0.004602858,0.0007103448,0.00932981,0.00009850429,0.00001894799],"genre_scores_gemma":[0.9932416,0.0003807519,0.0005121584,0.0003763187,0.001099712,0.00004765932,0.004149665,0.00002678241,0.0001653149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05009445,"threshold_uncertainty_score":0.9472836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2486507646740987,"score_gpt":0.5037953241138148,"score_spread":0.255144559439716,"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."}}