{"id":"W3033073832","doi":"10.1093/ndt/gfaa142.p0820","title":"P0820EMERGENCY DEPARTMENT UTILIZATION BY PATIENTS WITH ADVANCED CHRONIC KIDNEY DISEASE AND DIALYSIS: A POPULATION BASED STUDY","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Dialysis; Kidney disease; Population; Emergency department; Incidence (geometry); Internal medicine; Retrospective cohort study; Renal function; Intensive care medicine; Emergency medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007417101,0.0003690302,0.0004097692,0.001612161,0.000799938,0.001138178,0.0009303223,0.0006900724,0.001752592],"category_scores_gemma":[0.002091865,0.0004720766,0.000773208,0.003875731,0.0004197861,0.000894518,0.0009145295,0.0007985184,0.0004044261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421448,"about_ca_system_score_gemma":0.001504144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1024474,"about_ca_topic_score_gemma":0.1126137,"domain_scores_codex":[0.9990944,0.0001525321,0.0001217354,0.0002032973,0.0002492314,0.0001788444],"domain_scores_gemma":[0.9982563,0.0001891353,0.0007963681,0.00009628558,0.0002723549,0.0003895684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001475036,0.00002378264,0.9995882,0.000007405994,0.00002471753,0.00002015565,0.00004047376,0.000008155167,0.00001941263,0.000005488932,0.00009552245,0.0001519361],"study_design_scores_gemma":[0.000004190992,0.00004179694,0.9994842,0.000007438589,0.00001380099,0.00008327858,0.0001684989,0.00005451349,0.000006738649,0.000005909304,0.000127236,0.00000230261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953319,0.0002743119,0.00007776485,0.00007899565,0.0000085377,0.0000587127,0.003447824,0.000004998829,0.000716858],"genre_scores_gemma":[0.997499,0.0001976693,0.00009420453,0.00009371832,0.00001674448,0.00005580071,0.001882019,0.000002519534,0.0001583227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024474,"threshold_uncertainty_score":0.2037022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458500085286526,"score_gpt":0.266909537906768,"score_spread":0.2523245370539028,"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."}}