{"id":"W4390753055","doi":"10.7759/cureus.52099","title":"Psoriasis and Metabolic Disorders: A Comprehensive Meta-Analysis of Million Adults Worldwide","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriasis; Adiponectin; Metabolic syndrome; Dyslipidemia; Medicine; Insulin resistance; Adipokine; Diabetes mellitus; Obesity; Type 2 diabetes; Internal medicine; Bioinformatics; Immunology; Endocrinology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001046539,0.0002318214,0.0009510482,0.0003582686,0.0000738419,0.0000176766,0.0001238802,0.0001546546,0.00111519],"category_scores_gemma":[0.00002168647,0.000167279,0.0008736065,0.0007693841,0.0001189968,0.0000948113,0.00005845221,0.0000904442,0.00008860755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001059639,"about_ca_system_score_gemma":0.0000189279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004391265,"about_ca_topic_score_gemma":0.0006849232,"domain_scores_codex":[0.9988501,0.0001895475,0.000297181,0.0004008001,0.00004289303,0.0002194567],"domain_scores_gemma":[0.9992085,0.0003164613,0.00007773725,0.0003154679,0.00005687676,0.00002493233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000332943,0.0003158208,0.002083648,0.0001160975,0.8803492,0.00001661044,0.003395759,0.00003053292,0.0184205,0.005402662,0.001911524,0.08762474],"study_design_scores_gemma":[0.001392958,0.0002153576,0.0326227,0.00002218689,0.8042942,0.00001660106,0.0007978867,0.00008305743,0.02103387,0.000700812,0.1383234,0.0004970747],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4712463,0.5268294,0.00007475204,0.0002373684,0.000533481,0.000199245,0.0003445547,0.00007685823,0.0004580317],"genre_scores_gemma":[0.9908937,0.007425076,0.0001540965,0.00005031704,0.00002304453,0.000061548,0.0002384997,0.00001691231,0.001136773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5196474,"threshold_uncertainty_score":0.9997979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487491858780694,"score_gpt":0.2738566039238908,"score_spread":0.2389816853360839,"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."}}