{"id":"W4410813478","doi":"10.1097/js9.0000000000002576","title":"Prognostic value of C-reactive protein to albumin ratio in patients with valvular heart disease: nationwide prospective cohort study","year":2025,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Hazard ratio; Prospective cohort study; Cardiology; Internal medicine; valvular heart disease; Confidence interval; Cohort; Mitral regurgitation; Stenosis; Biomarker; Surgery","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":[0.001404031,0.000290557,0.0003832224,0.0007044372,0.0004792511,0.0006624799,0.0004801416,0.0005291838,0.0008015232],"category_scores_gemma":[0.002381366,0.0003098079,0.0005193512,0.001190352,0.0002927065,0.0004371713,0.0004632852,0.0007685891,0.0001711918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343267,"about_ca_system_score_gemma":0.0005232365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009403747,"about_ca_topic_score_gemma":0.01138064,"domain_scores_codex":[0.9993237,0.000176178,0.00007888814,0.000203036,0.0001160871,0.0001021472],"domain_scores_gemma":[0.99818,0.000244481,0.0007490413,0.0002536042,0.000259109,0.0003136298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006195641,0.0000173473,0.9995222,0.000002454144,0.0000431978,0.00002443009,0.0000136566,0.00001913725,0.00005582433,0.000005841522,0.00003741308,0.0001964563],"study_design_scores_gemma":[0.000008915199,0.00005011211,0.9994463,0.00000306127,0.00003812703,0.0001009189,0.00005091792,0.0002022074,0.00001574068,0.00001044611,0.00007015029,0.000003121463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990402,0.0001210433,0.00007620116,0.00003527906,0.000005773963,0.0000067842,0.0005647629,0.000002334147,0.0001476751],"genre_scores_gemma":[0.9990958,0.00006444288,0.00008172489,0.00001676584,0.00000679945,0.000008280309,0.0006718971,0.000001394118,0.0000529128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009403747,"threshold_uncertainty_score":0.01869798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078958983351942,"score_gpt":0.2704179709302986,"score_spread":0.2633390119469467,"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."}}