{"id":"W4296620559","doi":"10.1002/ehf2.14117","title":"Testosterone Deficiency Independently Predicts Mortality in Women with HFrEF: Insights from the T.O.S.CA. Registry","year":2022,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Compagnia di San Paolo; Dipartimento di Scienze Biomediche Avanzate, Università degli Studi di Napoli Federico II; Università degli Studi di Napoli Federico II","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Renal function; Prospective cohort study; Fraction of inspired oxygen; Mechanical ventilation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845788,0.0001812926,0.0003409653,0.00005391009,0.0003621395,0.00001630435,0.0001664618,0.0000501333,0.0002241771],"category_scores_gemma":[0.00009710934,0.0001040539,0.00003777366,0.0004461547,0.0002060841,0.00007515465,0.0002512101,0.0007115829,0.00002895442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927465,"about_ca_system_score_gemma":0.0002039189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008721489,"about_ca_topic_score_gemma":0.0007111177,"domain_scores_codex":[0.9980706,0.0001433026,0.0002390855,0.0005072917,0.0007099408,0.0003297876],"domain_scores_gemma":[0.9991038,0.000070372,0.00006553224,0.0005908584,0.00006510371,0.0001043743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006645477,0.0007104034,0.9615251,0.00005193644,0.000185792,0.0003231697,0.01258478,0.00009347591,0.006603236,0.0001108942,0.01673416,0.0004125392],"study_design_scores_gemma":[0.001075759,0.00060496,0.9247475,0.00004529948,0.00003345111,0.00006140261,0.01151614,0.000006550146,0.0001898274,0.0003046752,0.06128003,0.0001344145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854044,0.001421054,0.000003285334,0.01104702,0.0001112189,0.0004872131,0.00005222971,0.00004732608,0.001426191],"genre_scores_gemma":[0.9978828,0.00001234048,0.0001308072,0.0008605665,0.0002443611,0.0001954862,0.00002754664,0.00001841604,0.0006276257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04454587,"threshold_uncertainty_score":0.4243195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497844250588681,"score_gpt":0.2407308741153708,"score_spread":0.225752431609484,"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."}}