{"id":"W4412867264","doi":"10.5144/0256-4947.2025.270","title":"Cirrhotic cardiomyopathy: a systematic review and meta-analysis of prevalence across various diagnostic approaches","year":2025,"lang":"en","type":"review","venue":"Annals of Saudi Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Cardiomyopathy; MEDLINE; Systematic review; Intensive care medicine; Internal medicine; Heart failure","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001839755,0.0005237329,0.0155153,0.0005629159,0.00003736676,0.000005161024,0.0002425112,0.0001807667,0.00009762783],"category_scores_gemma":[0.001187669,0.0003092951,0.002508921,0.001735348,0.0002755657,0.00006139577,0.00005512202,0.0002221687,0.000003109196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470219,"about_ca_system_score_gemma":0.0002279837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005971287,"about_ca_topic_score_gemma":0.000003189911,"domain_scores_codex":[0.9959317,0.000535297,0.002040695,0.0005543171,0.0006694364,0.0002685948],"domain_scores_gemma":[0.9942438,0.002856545,0.001346054,0.0009547668,0.0004075904,0.0001912144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006143606,0.00005649762,0.00001325752,0.7398285,0.2586294,0.00004090599,0.0002095315,7.73851e-7,3.493476e-8,0.00003518374,0.00006307715,0.00111673],"study_design_scores_gemma":[0.0001516743,0.0001199127,0.00007340132,0.3266566,0.6726091,0.00003372666,0.00002516123,0.000002563581,6.670692e-7,0.000009269274,0.0001938984,0.0001240023],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006104755,0.9941047,0.00009670073,0.0004576431,0.00002888706,0.004411865,0.0006828879,0.00001921914,0.0001920178],"genre_scores_gemma":[0.001076535,0.9968477,0.00002530507,0.0005869598,0.00002587882,0.0005509722,0.0005151314,0.0000242922,0.0003471579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4139797,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448005958530628,"score_gpt":0.4196919257107265,"score_spread":0.1748913298576637,"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."}}