{"id":"W4396991441","doi":"10.1681/asn.20223311s1523b","title":"Primary Aldosteronism in CKD Increases CV Risk and Death Independent of Adrenalectomy vs. Medical Management","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Primary aldosteronism; Medicine; Adrenalectomy; Urology; Internal medicine; Endocrinology; Intensive care medicine; Aldosterone","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":[0.0009209276,0.0001833655,0.0003231363,0.0003440181,0.0003871662,0.000691615,0.0002872482,0.0004164671,0.002010631],"category_scores_gemma":[0.002697778,0.0002039937,0.0005168395,0.0003513046,0.0003170272,0.0003649587,0.0004118501,0.00084477,0.0002031579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899017,"about_ca_system_score_gemma":0.0004633834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346505,"about_ca_topic_score_gemma":0.001980778,"domain_scores_codex":[0.9995277,0.000132065,0.00003790097,0.000093191,0.0001246316,0.00008458726],"domain_scores_gemma":[0.9977587,0.0005482002,0.001052658,0.0001126714,0.0001151585,0.0004125384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003293394,0.00003754572,0.9983979,0.000007393563,0.00005368091,0.00007574446,0.00001815944,0.00002079269,0.0002036214,0.00001495426,0.00003639781,0.0008043928],"study_design_scores_gemma":[0.00001522951,0.0001362091,0.9989364,0.000004842031,0.00005030512,0.0005369153,0.00003046284,0.0001279904,0.00005793177,0.00003191702,0.00006983135,0.000002041812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990318,0.0003121243,0.00005539769,0.00006746564,0.000006012774,0.000005185703,0.0001072566,0.000003213477,0.0004115884],"genre_scores_gemma":[0.9997342,0.00005056819,0.00004912748,0.00001929144,0.00001488692,0.000002456372,0.00007916153,7.329005e-7,0.00004961234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002010631,"threshold_uncertainty_score":0.006726265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169770961215865,"score_gpt":0.256969414696726,"score_spread":0.2452717050845674,"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."}}