{"id":"W4416296155","doi":"10.3389/fendo.2025.1645279","title":"Primary aldosteronism: pharmacotherapy vs surgery vs embolization efficacy – systematic review and network meta-analysis of studies predominantly conducted in China","year":2025,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MRAS; Generalizability theory; Pharmacotherapy; Clinical trial; Meta-analysis; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01921204,0.002683657,0.02247927,0.007469607,0.0006857374,0.002945301,0.002262263,0.002158255,0.004363731],"category_scores_gemma":[0.03879463,0.001289193,0.04277973,0.008057493,0.0008794839,0.001746735,0.001660142,0.001737783,0.0002633819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751419,"about_ca_system_score_gemma":0.004380136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563699,"about_ca_topic_score_gemma":0.0129356,"domain_scores_codex":[0.9866671,0.006233328,0.004121018,0.001363425,0.001217491,0.0003976819],"domain_scores_gemma":[0.9742003,0.01900287,0.004291277,0.0007209033,0.001479715,0.000304966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001727998,0.00002570518,0.005146587,0.2966991,0.6888755,0.00009431646,0.00006595234,0.0003260579,0.0001252096,0.00009019037,0.0003148061,0.006508518],"study_design_scores_gemma":[0.0005796419,0.0001265464,0.002887273,0.01143749,0.9840072,0.00005150989,0.00002514909,0.0001407658,0.0000525928,0.0001201863,0.0005587305,0.00001291645],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009641577,0.9872623,0.0008513958,0.0002526287,0.0001577545,0.0006479957,0.000878898,0.0000282182,0.0002792763],"genre_scores_gemma":[0.3470615,0.6418312,0.0033473,0.00163889,0.0003898715,0.003643657,0.001603249,0.00005378978,0.000430623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02247927,"threshold_uncertainty_score":0.1016042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547496947546412,"score_gpt":0.3413741361920373,"score_spread":0.2858991667165732,"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."}}