{"id":"W4408007441","doi":"10.14740/cr2012","title":"Advances in Pathophysiological Mechanisms of Degenerative Aortic Valve Disease","year":2025,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Fund for Distinguished Young Scholars of Sichuan Province","keywords":"Medicine; Cardiology; Pathophysiology; Internal medicine; Disease; Aortic valve","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007304031,0.0007479963,0.001090858,0.002212922,0.0003484068,0.001239863,0.0006893129,0.0009787276,0.003963712],"category_scores_gemma":[0.0009026061,0.0002016207,0.000683432,0.001230922,0.0005699063,0.001409079,0.0006729016,0.001715008,0.001458022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005193655,"about_ca_system_score_gemma":0.001327315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008551984,"about_ca_topic_score_gemma":0.001309003,"domain_scores_codex":[0.9997781,0.00004100826,0.00003945081,0.00004089485,0.00007447808,0.00002606147],"domain_scores_gemma":[0.9995555,0.0002273883,0.0000559587,0.00001280054,0.0001189918,0.00002926513],"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":[0.0001157823,0.0001338255,0.0005289355,0.03024007,0.0001574383,0.0005253289,0.0001784586,0.0003849143,0.003702361,0.0105645,0.02681644,0.926652],"study_design_scores_gemma":[0.00001840991,0.0001744629,0.001561538,0.006120357,0.0002212994,0.002323915,0.0001554257,0.0001778786,0.001184451,0.005539513,0.982491,0.00003169745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001802536,0.9977464,0.0002094119,0.0004706071,0.0002603952,0.00000509328,0.00001896678,0.000009490089,0.001099432],"genre_scores_gemma":[0.001097383,0.997844,0.0002190128,0.0001894317,0.0002798583,0.000004515726,0.00002618083,0.000001236055,0.0003383462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003963712,"threshold_uncertainty_score":0.01325995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389261994878617,"score_gpt":0.5151562350323903,"score_spread":0.4212636150836041,"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."}}