{"id":"W3111215624","doi":"10.1210/clinem/dgaa930","title":"Repeat Adrenal Vein Sampling in Aldosteronism: Reproducibility and Interpretation of Persistently Discordant Results","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cosyntropin; Primary aldosteronism; Reproducibility; Radiology; Intraclass correlation; Nuclear medicine; Internal medicine; Adrenocorticotropic hormone","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003144612,0.0001113694,0.000937994,0.00008622895,0.00003155981,0.000005364544,0.0001346611,0.00006178043,0.00001006694],"category_scores_gemma":[0.009704503,0.00006507794,0.0002219814,0.0001287886,0.0003210403,0.00009454445,0.00009269812,0.0006778634,0.000002021454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130564,"about_ca_system_score_gemma":0.0001212409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104327,"about_ca_topic_score_gemma":0.000008104375,"domain_scores_codex":[0.9966988,0.0005905692,0.001955147,0.0003104004,0.0002770071,0.000168078],"domain_scores_gemma":[0.9975938,0.0007859496,0.0007864253,0.0004022337,0.0002729037,0.0001587114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1299908,0.001563402,0.05716749,0.0002354268,0.001236734,0.0006724711,0.01371819,0.0008462621,0.09683243,0.001901299,0.001244498,0.694591],"study_design_scores_gemma":[0.009979374,0.00187043,0.967584,0.0002175113,0.0007592386,0.001793381,0.001304686,0.003363662,0.003492114,0.0005549165,0.00896246,0.0001182418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558061,0.00307143,0.0003363712,0.0402651,0.0002188927,0.0001512811,0.000003275291,0.000006069341,0.0001414709],"genre_scores_gemma":[0.9954318,0.001592585,0.001076987,0.001516301,0.0003388692,5.01209e-7,0.000001940866,0.00000834107,0.0000326625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9104165,"threshold_uncertainty_score":0.9986372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374083102252618,"score_gpt":0.39722143272411,"score_spread":0.2598131224988481,"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."}}