{"id":"W4394578943","doi":"10.1016/j.jchf.2024.03.011","title":"Sex Differences in Heart Failure With Improved Ejection Fraction","year":2024,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Impulse Dynamics; Medical Research Council; Novo Nordisk; National Medical Research Council; Cytokinetics; Boston Scientific Corporation; American Regent; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Cardiology; Fraction (chemistry)","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003059522,0.000610681,0.001274785,0.0007330153,0.000117511,0.0001711339,0.00008623632,0.001669912,0.0007461476],"category_scores_gemma":[0.00005349372,0.0004330482,0.0006960395,0.0007073047,0.0000886927,0.0001825795,0.00004559953,0.004871903,0.0006233386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393936,"about_ca_system_score_gemma":0.0003289861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008076121,"about_ca_topic_score_gemma":0.0006150996,"domain_scores_codex":[0.9969138,0.0002064519,0.0004647225,0.001013967,0.0008275113,0.0005735673],"domain_scores_gemma":[0.9987735,0.000102365,0.00009799804,0.0007334925,0.0001386522,0.0001540179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006856901,0.00004182835,0.0572568,0.0004973252,0.0003793763,0.0001869576,0.00007071819,0.000001518847,0.0007219656,8.087777e-7,0.9405429,0.0002312463],"study_design_scores_gemma":[0.0009976971,0.0003401747,0.01953406,0.0006681057,0.0004371644,0.0007882355,0.0004656575,0.00008633858,0.0004300139,0.00001138039,0.9757606,0.0004805585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03713481,0.0003973905,0.000220783,0.9578905,0.001876318,0.001524399,0.00004276183,0.0005482907,0.0003647695],"genre_scores_gemma":[0.2430871,0.0002393133,0.004956305,0.6730906,0.03116797,0.0005410714,0.002430727,0.0007595784,0.04372729],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2847999,"threshold_uncertainty_score":0.9998121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126449190019678,"score_gpt":0.2366146557059461,"score_spread":0.2253501638057493,"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."}}