{"id":"W7104867558","doi":"10.71781/32260","title":"Hyperuricémie dans le contexte des maladies hépatiques chroniques : dysfonctions cognitives et atteintes endothéliales au niveau cérébral","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical screening; Chronic disease; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006245688,0.0003946424,0.0005889303,0.0007807278,0.00112595,0.001215484,0.0002725558,0.0009376402,0.001633457],"category_scores_gemma":[0.002095799,0.0001944596,0.0003045886,0.0008570313,0.0007853807,0.0007349215,0.0004708527,0.001247177,0.0001634454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480164,"about_ca_system_score_gemma":0.001451714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732818,"about_ca_topic_score_gemma":0.02389125,"domain_scores_codex":[0.9996958,0.0001137248,0.00003094486,0.00004099253,0.00004431775,0.00007418897],"domain_scores_gemma":[0.9992587,0.0002473436,0.0002250284,0.00002701253,0.0001028592,0.0001390923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021648,0.0005209589,0.7011452,0.00172653,0.0005961813,0.1764318,0.005160191,0.0007689773,0.01112763,0.004027712,0.005739462,0.09059065],"study_design_scores_gemma":[0.0001325034,0.0007831029,0.7915897,0.001062224,0.0005573356,0.164752,0.007554845,0.00200348,0.002956761,0.007507098,0.02097041,0.000130517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203066,0.05425639,0.001219064,0.01165752,0.0003467627,0.00006946837,0.0002016539,0.00004956019,0.01189299],"genre_scores_gemma":[0.9856843,0.01056354,0.0006746079,0.0009356491,0.0005583236,0.00002279428,0.00009608052,0.000007194262,0.001457469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732818,"threshold_uncertainty_score":0.03445464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739706816733934,"score_gpt":0.3356765304972186,"score_spread":0.2982794623298792,"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."}}