{"id":"W4409900868","doi":"10.59958/hsf.7967","title":"Impact of Preoperative STEMI on Postoperative Recovery and Complications Following Cardiac Surgery","year":2025,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Anesthesia; Cardiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01081089,0.001099507,0.005724919,0.006150604,0.0004553413,0.002655699,0.001221566,0.001525629,0.002086242],"category_scores_gemma":[0.05464498,0.000740783,0.008596325,0.006226014,0.0008650858,0.001606535,0.001165285,0.001262421,0.0001426906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135836,"about_ca_system_score_gemma":0.007046005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294908,"about_ca_topic_score_gemma":0.01567722,"domain_scores_codex":[0.9899934,0.003691636,0.004014347,0.00059056,0.001473465,0.0002366746],"domain_scores_gemma":[0.9477078,0.04057499,0.008409988,0.0005168868,0.002500662,0.0002896119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004070235,0.00002892379,0.004548893,0.93252,0.02676846,0.0001004762,0.0002666576,0.0001669576,0.0001257399,0.0002137256,0.0006418106,0.03421124],"study_design_scores_gemma":[0.0003671421,0.0006119744,0.02411094,0.7352836,0.2263909,0.0005419698,0.0005352256,0.0001910231,0.0003031785,0.0006733735,0.01091361,0.00007716587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002617899,0.9964162,0.00009632613,0.0002452683,0.00007053993,0.0001182903,0.0002143825,0.000003224797,0.0002178588],"genre_scores_gemma":[0.06792909,0.9298894,0.0007171449,0.0005368842,0.0001422937,0.0004257896,0.0002790162,0.000004771175,0.00007558057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01081089,"threshold_uncertainty_score":0.05717415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265933577363598,"score_gpt":0.3096194721182994,"score_spread":0.2869601363446634,"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."}}