{"id":"W4307262714","doi":"10.3390/jcdd9110365","title":"Stroke, Seizures, Hallucinations and Postoperative Delirium as Neurological Complications after Cardiac Surgery and Percutaneous Valve Replacement","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiovascular Development and Disease","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Delirium; Medicine; Stroke (engine); Percutaneous; Cardiac surgery; Anesthesia; Atrial fibrillation; Surgery; Cardiology; Intensive care medicine","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":[0.0005090226,0.0001628584,0.0004570313,0.0002286387,0.0003006842,0.00003882821,0.00003613771,0.00002988852,0.00004446615],"category_scores_gemma":[0.001362416,0.0001417883,0.000443355,0.00009466852,0.0001109676,0.00007431398,0.0001299048,0.000260159,0.000001199422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752105,"about_ca_system_score_gemma":0.0004734821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004372876,"about_ca_topic_score_gemma":4.669349e-7,"domain_scores_codex":[0.9984558,0.0002463513,0.0003238922,0.0002492714,0.000559263,0.0001654877],"domain_scores_gemma":[0.9968634,0.0001363903,0.00008677929,0.0001472726,0.002341216,0.0004249389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02439801,0.002213103,0.6177891,0.0008855889,0.04956743,0.0374993,0.01641331,0.0006323743,0.0008829377,0.001354982,0.0717957,0.1765681],"study_design_scores_gemma":[0.001819699,0.0006436918,0.8175278,0.0001078992,0.003608563,0.01029983,0.007696683,0.0001002619,0.00003664852,0.0001743959,0.157493,0.0004915186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597502,0.03290967,0.0002637115,0.00612219,0.0001352035,0.0004075495,0.00006431389,0.00001076106,0.0003364079],"genre_scores_gemma":[0.9885496,0.001253093,0.0004632355,0.009468138,0.0000380176,0.00005401474,0.00005560709,0.00001596628,0.0001023528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997387,"threshold_uncertainty_score":0.578196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124843676514841,"score_gpt":0.2331538764014245,"score_spread":0.2206695087499404,"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."}}