{"id":"W4408351171","doi":"10.1093/ckj/sfae421","title":"Valvular calcification in chronic kidney disease: new insights from recent clinical and preclinical studies","year":2025,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Conseil Régional Hauts-de-France; Agence Nationale de la Recherche","keywords":"Medicine; Calcification; valvular heart disease; Kidney disease; Pathological; Disease; Clinical trial; Intensive care medicine; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001118925,0.000332377,0.001308279,0.000180331,0.0001661781,0.00008179539,0.00018202,0.0003336958,0.0001785539],"category_scores_gemma":[0.0208542,0.0002558187,0.001516684,0.0003551252,0.0004662078,0.0001545841,0.0001985811,0.001298518,0.00006632513],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517639,"about_ca_system_score_gemma":0.005775351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002525399,"about_ca_topic_score_gemma":0.000005501041,"domain_scores_codex":[0.9951211,0.0007616199,0.002469159,0.0008308608,0.0004311074,0.0003861593],"domain_scores_gemma":[0.9929483,0.00141073,0.0003950759,0.0006923786,0.0003288052,0.004224725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001726803,0.00111449,0.8330349,0.00007327028,0.002399919,0.0001886542,0.00003832717,0.000001757913,0.000007362175,0.0002017088,0.09287357,0.06833922],"study_design_scores_gemma":[0.013108,0.0004214009,0.8589745,0.001666784,0.002273685,0.000007328812,0.00006074229,0.0001400092,0.000004911422,0.01069414,0.1124536,0.000194876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8236331,0.1106503,0.000379284,0.05654909,0.006435869,0.001311659,0.0001395532,0.00009933858,0.000801735],"genre_scores_gemma":[0.7573021,0.2181932,0.0009370456,0.01722396,0.004505633,0.00003657201,0.0002847639,0.0000537201,0.001462931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075429,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09765702149871203,"score_gpt":0.4941658900069962,"score_spread":0.3965088685082842,"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."}}