{"id":"W4399139728","doi":"10.2459/jcm.0000000000001635","title":"Systematic review and meta-analysis of the impact of sex on outcomes after aortic valve replacement","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiovascular Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Meta-analysis; Aortic valve replacement; MEDLINE; Mortality rate; Stroke (engine); Psychological intervention; Aortic valve; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01681406,0.002348404,0.01516318,0.005699845,0.0006147537,0.003366488,0.001707365,0.001833037,0.003267],"category_scores_gemma":[0.05182697,0.001001331,0.02820775,0.007012679,0.0006498236,0.001407946,0.001217634,0.001520085,0.0002516847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051003,"about_ca_system_score_gemma":0.003793895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005212174,"about_ca_topic_score_gemma":0.01133417,"domain_scores_codex":[0.9867296,0.006426459,0.004108764,0.001144611,0.001260932,0.0003296295],"domain_scores_gemma":[0.9639985,0.02839695,0.004667377,0.0009778329,0.001717598,0.0002417199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00137331,0.0000227304,0.006425325,0.4055045,0.5711545,0.0001528792,0.00008649552,0.0004092937,0.0001836178,0.0001426745,0.00061787,0.01392676],"study_design_scores_gemma":[0.000333204,0.0002051163,0.006793419,0.03512393,0.9550965,0.0001405841,0.0000474979,0.0001219609,0.0001211306,0.0002182342,0.001777998,0.00002044976],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003818529,0.9946397,0.0003551812,0.0001697369,0.0001454839,0.0001801662,0.0004582992,0.00001311459,0.0002198449],"genre_scores_gemma":[0.1373503,0.8574284,0.002002945,0.0008944489,0.0003425779,0.0009017693,0.0008266002,0.00002713795,0.0002258945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01681406,"threshold_uncertainty_score":0.08892226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023861653815644,"score_gpt":0.3668757927230211,"score_spread":0.3430141389073771,"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."}}