{"id":"W4405295954","doi":"10.4103/atmr.atmr_31_24","title":"Assessing the Long-term Outcomes, Quality of Life and cost-effectiveness in Saudi Patients Undergoing Cardiac Surgery for Coronary Artery Disease: A Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Trends in Medical Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery disease; Quality of life (healthcare); Context (archaeology); Angina; Cross-sectional study; Physical therapy; Population; Percutaneous coronary intervention; Cardiac surgery; Canadian Cardiovascular Society; Surgery; Emergency medicine; Intensive care medicine; Internal medicine; Environmental health; Myocardial infarction; Nursing","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":[0.001384987,0.00023141,0.0002653036,0.0006951228,0.0003395756,0.0006386905,0.0002791939,0.0004832948,0.001674626],"category_scores_gemma":[0.003029067,0.0001801817,0.0005953466,0.0007329328,0.0002534945,0.0004339058,0.0004590092,0.0004851642,0.0002096757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006309388,"about_ca_system_score_gemma":0.0005007751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007187824,"about_ca_topic_score_gemma":0.008089068,"domain_scores_codex":[0.9994823,0.0001975518,0.00009745281,0.00004735902,0.0001034795,0.00007191877],"domain_scores_gemma":[0.997449,0.0004609402,0.001255846,0.00009398301,0.0003789185,0.0003612656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009578287,0.0001055324,0.9982525,0.00003109291,0.00007519712,0.00002683886,0.0001406957,0.00003388837,0.00005504404,0.0000112526,0.00006448134,0.001107748],"study_design_scores_gemma":[0.00001536682,0.000436993,0.9979227,0.00003163161,0.00005107268,0.0001688166,0.0008545947,0.0002628288,0.00004544383,0.00001594362,0.0001883526,0.000006293575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994517,0.0001534744,0.00002092594,0.00003957515,0.000002420727,0.0000101569,0.0002007813,4.34679e-7,0.0001205542],"genre_scores_gemma":[0.9994951,0.0001103319,0.00005934962,0.00003613736,0.000004211122,0.00001068665,0.0002311152,3.09855e-7,0.0000527134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007187824,"threshold_uncertainty_score":0.01429194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997924322208477,"score_gpt":0.5765726163306383,"score_spread":0.3767801841097906,"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."}}