{"id":"W2800500137","doi":"10.25772/mnc3-qf77","title":"THE COGNITIVE AND FUNCTIONAL IMPACT OF OPEN HEART SURGERY: A PILOT STUDY INCLUDING THREE COMMON PROCEDURES (CORONARY ARTERY BYPASS GRAFT, HEART VALVE REPLACEMENT, AND LEFT VENTRICULAR ASSIST DEVICE)","year":2018,"lang":"en","type":"article","venue":"VCU Scholars Compass (Virginia Commonwealth University)","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Artery; Coronary artery bypass surgery; 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":[0.00158521,0.0008225905,0.0005683348,0.0004424709,0.0008718527,0.0003624978,0.0003747565,0.000614001,0.001328824],"category_scores_gemma":[0.001472979,0.0003612968,0.0009695496,0.0002635291,0.0007591564,0.0004819827,0.0006580248,0.001009613,0.0003176235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998308,"about_ca_system_score_gemma":0.001022476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572216,"about_ca_topic_score_gemma":0.006800295,"domain_scores_codex":[0.9995548,0.0001372801,0.00003019587,0.00006789782,0.00007657363,0.0001331857],"domain_scores_gemma":[0.9984661,0.0003176839,0.0002282362,0.0001584031,0.0001181475,0.0007113723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05183984,0.2696455,0.5703928,0.000230566,0.0006084632,0.003244642,0.00511306,0.0006456616,0.03879036,0.0001006416,0.0006294628,0.05875915],"study_design_scores_gemma":[0.002469408,0.3164054,0.6752883,0.000008266015,0.000145337,0.0005769305,0.001075787,0.0003346126,0.00300803,0.00007794417,0.0005662169,0.00004363724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998307,0.00001267018,0.00002752417,0.000006005926,0.000003768491,0.00004844298,0.00001654738,9.400845e-7,0.00005326315],"genre_scores_gemma":[0.9988185,0.00005529028,0.0003354685,0.00006957159,0.00003315853,0.0002145201,0.0001372939,0.000001765771,0.0003344214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002572216,"threshold_uncertainty_score":0.008383512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06024766470591026,"score_gpt":0.3543644489670962,"score_spread":0.294116784261186,"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."}}