{"id":"W4415565852","doi":"10.1111/cen.70051","title":"A Retrospective Study on the Impact of Primary Aldosteronism in Pregnancy (H.A.P.P.I. Study Group)","year":2025,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Primary aldosteronism; Retrospective cohort study; Incidence (geometry); Pregnancy; Postpartum period; Hyperaldosteronism","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":[0.0006458145,0.0002771198,0.0003303504,0.0008573168,0.0005028177,0.0003958375,0.0002720889,0.0003671751,0.001582317],"category_scores_gemma":[0.001667847,0.0004012543,0.0003681117,0.001029828,0.0002582427,0.0003785129,0.0004611529,0.0003653138,0.000336166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297865,"about_ca_system_score_gemma":0.0004850721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003291007,"about_ca_topic_score_gemma":0.001969655,"domain_scores_codex":[0.9994549,0.0001237596,0.00007584866,0.0001609155,0.00009809688,0.00008651234],"domain_scores_gemma":[0.998912,0.0002387123,0.0004358576,0.0001241121,0.00007987287,0.0002094475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009065588,0.0000237121,0.9981026,0.00001093054,0.00002184592,0.0005350296,0.00005598788,0.00000806912,0.000156747,0.00001314704,0.00005283953,0.0009283963],"study_design_scores_gemma":[0.00001953794,0.0003565651,0.9947218,0.00001323591,0.00004228667,0.004095127,0.0002259576,0.00005458573,0.0001000321,0.00001699672,0.0003494948,0.000004396529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986203,0.0004900405,0.0001174758,0.00002279034,0.000007189509,0.00002493806,0.0003328502,0.000002485519,0.000382],"genre_scores_gemma":[0.9990848,0.0003094933,0.00008937146,0.00003492471,0.00001490495,0.00002440017,0.0002988299,0.000001807206,0.0001414379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003291007,"threshold_uncertainty_score":0.006543696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09305615213152596,"score_gpt":0.4243221070779022,"score_spread":0.3312659549463762,"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."}}