{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008246786,0.0003580707,0.0008498998,0.0003827588,0.001394051,0.0002083771,0.0002013673,0.00006155339,0.00003352543],"category_scores_gemma":[0.0001244561,0.0002909383,0.0004377963,0.0005479057,0.0003938799,0.0005366019,0.0007619865,0.0003733185,0.000008897694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163459,"about_ca_system_score_gemma":0.000587489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294668,"about_ca_topic_score_gemma":0.001382506,"domain_scores_codex":[0.9975552,0.0005154894,0.0004036951,0.0005941034,0.00046972,0.0004618014],"domain_scores_gemma":[0.9975297,0.000824841,0.0002943107,0.0004878262,0.0003891304,0.0004742276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006632161,0.001550267,0.986808,0.00006553261,0.002818144,0.00008373857,0.0001041288,0.000001447275,0.0000312906,0.00007733743,0.001576226,0.0002517095],"study_design_scores_gemma":[0.005930698,0.004429311,0.985545,0.0003109028,0.001342651,0.0001968935,0.000902861,0.0000454457,0.00001307041,0.00007162331,0.0009673724,0.0002441815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957078,0.001004671,0.00001621423,0.0005424239,0.0001365195,0.002042175,0.0001372655,0.00005039693,0.0003625281],"genre_scores_gemma":[0.9993955,0.00008880256,0.00003123274,0.0002269183,0.00006290964,0.00001027875,0.00009000011,0.00003285755,0.00006148517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00368771,"threshold_uncertainty_score":0.9999543,"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."}}