{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948584,0.0003454795,0.003723986,0.0006054885,0.00006509298,0.000006328897,0.0002042397,0.0003716236,0.00002959666],"category_scores_gemma":[0.001136833,0.0002354447,0.004218352,0.0008099281,0.0003769523,0.00003318904,0.0002957788,0.0007193155,0.00004218878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537443,"about_ca_system_score_gemma":0.001453651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004960023,"about_ca_topic_score_gemma":3.228638e-7,"domain_scores_codex":[0.9960023,0.001718546,0.000546882,0.0007529804,0.0004084934,0.0005707816],"domain_scores_gemma":[0.9977604,0.0008438883,0.000100285,0.0006899984,0.0003142568,0.0002912022],"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":[0.0003938648,0.000342689,0.002824457,0.03745665,0.002298839,0.0007960913,0.00001180597,0.000009051442,0.00000473162,0.003119879,0.000367502,0.9523745],"study_design_scores_gemma":[0.01011074,0.006233943,0.0823054,0.1661356,0.0474661,0.0001652552,0.0005984419,0.00003453937,0.00002765425,0.08051872,0.6033615,0.003042114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000173342,0.995218,0.00005435343,0.00001694196,0.0001890845,0.001958749,0.0003452696,0.00001725398,0.002026996],"genre_scores_gemma":[0.006324079,0.991358,0.00004382511,0.00001825355,0.0001523996,0.001214749,0.0006046788,0.00002525724,0.0002587436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9493324,"threshold_uncertainty_score":0.9601155,"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."}}