{"id":"W4417172664","doi":"10.1016/j.mpdhp.2025.11.003","title":"Fibromuscular dysplasia: an update","year":2025,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Fibromuscular dysplasia; Medical diagnosis; Dysplasia; Biopsy; Disease","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":[0.001775461,0.001323916,0.002119019,0.006797912,0.0004588869,0.002600437,0.001679324,0.002993966,0.002754488],"category_scores_gemma":[0.004581573,0.0008221689,0.0009159326,0.002686134,0.001141427,0.004208668,0.001437225,0.003315223,0.002421925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192498,"about_ca_system_score_gemma":0.0015676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268804,"about_ca_topic_score_gemma":0.003983236,"domain_scores_codex":[0.9992647,0.00009673167,0.0002168139,0.0001280985,0.0002157845,0.00007795932],"domain_scores_gemma":[0.9948026,0.002685392,0.0005735332,0.0001681236,0.001316188,0.0004542221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001923178,0.0001268752,0.004566237,0.00683765,0.0002123946,0.006481275,0.0001817536,0.000551787,0.00196097,0.001936616,0.1215422,0.8554098],"study_design_scores_gemma":[0.00007835541,0.0001847353,0.006800434,0.009026173,0.0005336253,0.07790568,0.0003494712,0.000511848,0.0007147685,0.002104628,0.9016719,0.00011845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00121238,0.9885113,0.001248638,0.003386818,0.00301251,0.00001276259,0.0000903824,0.00008229804,0.002442952],"genre_scores_gemma":[0.007140769,0.9749279,0.002911334,0.004531075,0.008532483,0.0000239496,0.0002469039,0.00002827132,0.001657333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006797912,"threshold_uncertainty_score":0.009389639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008685504496936178,"score_gpt":0.2805211256088758,"score_spread":0.2718356211119396,"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."}}