{"id":"W4290861655","doi":"10.1152/ajpheart.00187.2022","title":"The importance of biological sex in cardiac cachexia","year":2022,"lang":"en","type":"review","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University Health Network; Trent University","funders":"Trent University","keywords":"Wasting; Heart failure; Cachexia; Medicine; Sarcopenia; Skeletal muscle; Exercise intolerance; Endocrine system; Cardiac function curve; Wasting Syndrome; Muscle atrophy; Diabetes mellitus; Internal medicine; Intensive care medicine; Bioinformatics; Cardiology; Cancer; Endocrinology; Hormone; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008891959,0.0004032865,0.003870741,0.0002432188,0.0001325491,0.000003595992,0.0003001665,0.0003188093,0.00007424115],"category_scores_gemma":[0.0001072734,0.0002254269,0.001120542,0.0005186518,0.001990961,0.0000296858,0.0001480766,0.001434183,0.00000347991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124547,"about_ca_system_score_gemma":0.0005344016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644415,"about_ca_topic_score_gemma":7.357041e-7,"domain_scores_codex":[0.9964234,0.001195096,0.001275267,0.0004599627,0.0001946831,0.0004516179],"domain_scores_gemma":[0.9969413,0.0008317307,0.001514265,0.000475638,0.00007146776,0.0001655737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001189502,0.0008775771,0.01118154,0.005492991,0.007305516,0.00003494491,0.0005172528,0.000009608315,0.5415049,0.0002877438,0.002555524,0.429043],"study_design_scores_gemma":[0.0005149753,0.001971795,0.2196818,0.0007963363,0.0007231922,0.0006184863,0.0006678894,0.000002467148,0.000008191457,0.0002372555,0.7744756,0.0003020031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.251336,0.7478983,2.209874e-8,0.00005639306,0.0003669667,0.0002625182,0.00001131837,0.000006660566,0.00006174257],"genre_scores_gemma":[0.09787512,0.9016017,0.00002374119,0.0001538323,0.0002455198,0.00002088856,0.00002745063,0.00003174934,0.00002004469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7719201,"threshold_uncertainty_score":0.9192644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046736596205974,"score_gpt":0.3043856835721895,"score_spread":0.2739183176101298,"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."}}