{"id":"W4413856259","doi":"10.1001/jamanetworkopen.2025.29104","title":"Participation of Women in Cardiovascular Trials From 2017 to 2023","year":2025,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Abiomed; Cedars-Sinai Medical Center; Novo Nordisk; Cytokinetics; Ladies Hospital Aid Society; Abbott Diagnostics; AstraZeneca; Eli Lilly and Company; Edwards Lifesciences; National Institutes of Health; U.S. Department of Health and Human Services; U.S. Department of Defense","keywords":"Medicine","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":[0.01129844,0.0002797023,0.006260233,0.000174151,0.00003664856,0.00005211463,0.0005133139,0.0004737439,0.0002693322],"category_scores_gemma":[0.00269759,0.0002223353,0.0007301191,0.0008931271,0.00001364118,0.0000548493,0.0003826305,0.0003861973,0.00008237523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496222,"about_ca_system_score_gemma":0.001109771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283622,"about_ca_topic_score_gemma":0.000121672,"domain_scores_codex":[0.9947394,0.002129529,0.001585381,0.0006049792,0.0003422819,0.0005984707],"domain_scores_gemma":[0.9963657,0.001591653,0.0003644311,0.001284883,0.0001018612,0.0002914991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001305957,0.00003238528,0.0003521708,0.009364726,0.001354358,0.0000330089,0.0003530576,0.00008907667,9.826364e-9,0.00001611429,0.0182596,0.9700149],"study_design_scores_gemma":[0.0009254878,0.00008380371,0.003236053,0.04461848,0.001248793,0.000001245066,0.00008675962,0.000004120885,2.091672e-7,0.000185717,0.9494469,0.0001624998],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001549078,0.9892582,0.00001888694,0.0002283152,0.0008090169,0.005474076,0.0001194204,0.00001111817,0.003926001],"genre_scores_gemma":[0.00009576565,0.9935119,0.0003540145,0.0003704402,0.001605445,0.002010534,0.0005366726,0.00002895911,0.001486336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9698524,"threshold_uncertainty_score":0.9066572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3116553474034197,"score_gpt":0.493899744264673,"score_spread":0.1822443968612533,"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."}}