{"id":"W4406844569","doi":"10.1016/j.ekir.2024.11.596","title":"WCN25-3818 HOSPITAL ADMISSIONS AMONG PEOPLE RECEIVING HEMODIALYSIS IN GUYANA: A RETROSPECTIVE REVIEW","year":2025,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Georgetown Hospital","funders":"","keywords":"Medicine; Hemodialysis; Retrospective cohort study; Emergency medicine; Intensive care medicine; Pediatrics; Surgery","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":[0.001927734,0.0005922209,0.00194489,0.01066962,0.0004181421,0.001241375,0.0008363705,0.0007962111,0.003810115],"category_scores_gemma":[0.006393623,0.0005014266,0.002636393,0.01689086,0.000544053,0.0007113897,0.001146732,0.0007564451,0.0005303935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012112,"about_ca_system_score_gemma":0.007095357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03287173,"about_ca_topic_score_gemma":0.05428893,"domain_scores_codex":[0.9976927,0.0004018035,0.001003322,0.0002810732,0.0004360178,0.0001850737],"domain_scores_gemma":[0.9941644,0.002412618,0.002470739,0.0001600229,0.0006201237,0.0001719878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0009695239,0.0001072358,0.224345,0.5048801,0.01712724,0.001140364,0.00114809,0.0003860665,0.000561195,0.001056535,0.03464524,0.2136334],"study_design_scores_gemma":[0.0003286305,0.0002832513,0.6021546,0.2374331,0.0321003,0.002236312,0.002333222,0.0001021747,0.0003440993,0.0003460526,0.1222021,0.0001362134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01409632,0.9722703,0.0001091591,0.0004238961,0.0001109415,0.0001213281,0.01172139,0.00001355616,0.001133208],"genre_scores_gemma":[0.05815399,0.9333528,0.0003389206,0.0008644733,0.0001109175,0.0002824595,0.00646222,0.00001008289,0.00042409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03287173,"threshold_uncertainty_score":0.06536078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240806302001383,"score_gpt":0.3043435163061185,"score_spread":0.2819354532861046,"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."}}