{"id":"W4412450556","doi":"10.1016/j.cjca.2025.06.063","title":"Sex Differences in In-Hospital Management and Outcomes of Patients With Acute Heart Failure","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00039859,0.0001757171,0.0003641775,0.0004002361,0.0003735231,0.001007041,0.0003315364,0.0005481643,0.00352913],"category_scores_gemma":[0.004024714,0.0001559923,0.0006263834,0.0007143479,0.0001985678,0.0004749041,0.0003950259,0.0007877628,0.0002751272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372185,"about_ca_system_score_gemma":0.0004559291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0070351,"about_ca_topic_score_gemma":0.009968048,"domain_scores_codex":[0.9995296,0.00009429643,0.00005319336,0.00007726991,0.00006991175,0.0001757499],"domain_scores_gemma":[0.9982452,0.0003353666,0.0007477676,0.0001080316,0.0001341281,0.0004295227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470468,0.00005615684,0.997166,0.00001010853,0.0001210871,0.0001064856,0.0001033469,0.00002811831,0.0001111048,0.00005348266,0.0001970367,0.001799927],"study_design_scores_gemma":[0.000008176498,0.00003888088,0.9994312,0.000006924873,0.00001793685,0.0001025646,0.0001990189,0.00005143212,0.0000120106,0.00005075367,0.0000781316,0.000002986178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967068,0.0008536034,0.00004060173,0.0003201584,0.00004030589,0.000004174565,0.000387694,0.000002785391,0.001643967],"genre_scores_gemma":[0.9992183,0.000203294,0.00001456904,0.0000822506,0.00003564032,0.000002093799,0.0002364275,0.000002079519,0.0002053495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0070351,"threshold_uncertainty_score":0.01398832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004787842858342718,"score_gpt":0.2180506467357977,"score_spread":0.2132628038774549,"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."}}