{"id":"W4409054102","doi":"10.1016/j.ijcard.2025.133223","title":"Gender differences in the presentation and management of patients with severe aortic stenosis at specialist versus primary/secondary care centres: A sub-analysis of the IMPULSE enhanced registry","year":2025,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Stenosis; Presentation (obstetrics); Primary care; Cardiology; Internal medicine; Emergency medicine; Family medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001677262,0.0002817143,0.0006707266,0.001493975,0.0003058673,0.0007513826,0.000496336,0.0003882693,0.001860098],"category_scores_gemma":[0.004612711,0.0002644687,0.0008769212,0.001967277,0.0002853078,0.0006734959,0.001014162,0.0004213174,0.0003648785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005107839,"about_ca_system_score_gemma":0.0005023546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003653547,"about_ca_topic_score_gemma":0.004395411,"domain_scores_codex":[0.9982591,0.0004467358,0.0002711643,0.0004148748,0.0002973712,0.0003106987],"domain_scores_gemma":[0.9965407,0.0007523161,0.001607101,0.0003170036,0.0003250421,0.000457797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958127,0.00002403996,0.9983418,0.0000208532,0.00008086035,0.00008408779,0.000148906,0.00002112352,0.00006533368,0.00001982555,0.000163449,0.0007340215],"study_design_scores_gemma":[0.00001950921,0.0001424498,0.9988932,0.00001340825,0.00004217447,0.0002081651,0.0004297032,0.0000510573,0.00002087555,0.00001141254,0.0001643799,0.000003721978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984189,0.0001639243,0.00004274888,0.0000264545,0.000005332327,0.00001843862,0.001000009,0.000002305565,0.0003218469],"genre_scores_gemma":[0.9979368,0.0001482938,0.00005360697,0.000049518,0.00001709146,0.00004163575,0.001627563,0.000004404871,0.0001210344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003653547,"threshold_uncertainty_score":0.008870304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131930530244348,"score_gpt":0.3055114989942305,"score_spread":0.294192193691787,"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."}}