{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000988114,0.0001943852,0.001249474,0.0002019395,0.000229585,0.0000264535,0.0000398535,0.0000814844,0.00002114668],"category_scores_gemma":[0.000517407,0.0001175544,0.001662738,0.0003633586,0.0001203231,0.00008941994,0.00003915528,0.0001704369,0.00001376467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007881,"about_ca_system_score_gemma":0.0003409843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001498941,"about_ca_topic_score_gemma":0.000003133479,"domain_scores_codex":[0.9984851,0.0003535007,0.0004021831,0.0002431629,0.0002161754,0.0002998055],"domain_scores_gemma":[0.9905939,0.008723061,0.00006368385,0.0004228905,0.00009877053,0.00009770903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003660425,0.00009102893,0.9723618,0.00003089113,0.0007093952,0.0000105096,0.0001842106,0.00001394629,0.000624642,0.001242854,0.02228342,0.002081236],"study_design_scores_gemma":[0.0001578098,0.0001118165,0.9836161,0.0003086705,0.0001584954,0.00002925762,0.0003353819,0.00001808746,0.0008764236,0.00005456897,0.01420138,0.0001320153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765142,0.000989686,0.00001737074,0.01525381,0.0003001756,0.0005838312,0.00003904102,0.00003823227,0.006263665],"genre_scores_gemma":[0.9956996,0.0001684074,0.00002063758,0.001832617,0.00002839748,0.00005404769,0.0000369616,0.0000162111,0.002143163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918538,"threshold_uncertainty_score":0.4793728,"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."}}