{"id":"W3176015390","doi":"10.1210/clinem/dgab482","title":"Identification of Surgically Curable Primary Aldosteronism by Imaging in a Large, Multiethnic International Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Deutsche Forschungsgemeinschaft; Else Kröner-Fresenius-Stiftung; Società Italiana dell'Ipertensione Arteriosa; National Center for Global Health and Medicine; Japan Agency for Medical Research and Development","keywords":"Medicine; Primary aldosteronism; Magnetic resonance imaging; Context (archaeology); Radiology; Culprit; Adrenalectomy; Cohort; Interquartile range; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126791,0.0004229568,0.0003870606,0.001037546,0.0005793604,0.0009065394,0.0004803382,0.0004688693,0.0008583124],"category_scores_gemma":[0.003970457,0.0003106848,0.0003118698,0.001006254,0.0006490725,0.0006842248,0.00088932,0.0004779561,0.0002005306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013894,"about_ca_system_score_gemma":0.000269381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113204,"about_ca_topic_score_gemma":0.002322026,"domain_scores_codex":[0.9989125,0.0005214207,0.00009339824,0.0002587754,0.0001322385,0.00008168332],"domain_scores_gemma":[0.9964007,0.0006601164,0.001781943,0.0004458425,0.0002327066,0.0004787258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002912694,0.00001229325,0.9993008,0.00000330954,0.00002123746,0.00004867087,0.0001048219,0.000008547972,0.0001759174,0.000005632843,0.00001917772,0.0002703892],"study_design_scores_gemma":[0.000004818649,0.00005778644,0.9989176,0.000005270522,0.00003109776,0.000442068,0.0002764506,0.0001116825,0.00005567097,0.00001114608,0.00008383297,0.000002569804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995133,0.0001287729,0.00007781677,0.00002508441,0.000002661631,0.000006392087,0.00005813158,0.000001695779,0.0001862405],"genre_scores_gemma":[0.9997162,0.00005884604,0.00007290214,0.00002292688,0.00001166606,0.000004845118,0.00009395512,0.000001280928,0.00001724677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002126791,"threshold_uncertainty_score":0.01124769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882277556600345,"score_gpt":0.3900441976109693,"score_spread":0.3512214220449659,"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."}}