{"id":"W4412523989","doi":"10.2147/cia.s517690","title":"Preoperative Cognitive Screening Predicts Postoperative Ambulatory Recovery: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ambulatory; Cognition; Intensive care medicine; Emergency medicine; Anesthesia; Internal medicine; Psychiatry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001429276,0.0002882764,0.0007289464,0.0007098902,0.0001835388,0.00006279585,0.0001595029,0.00009534657,0.000245728],"category_scores_gemma":[0.02446849,0.0002809679,0.0004787997,0.0007869587,0.0004029435,0.0002301462,0.0002738281,0.001189813,0.00005826305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617509,"about_ca_system_score_gemma":0.0002255465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103621,"about_ca_topic_score_gemma":0.0004409637,"domain_scores_codex":[0.9963738,0.0009329903,0.001359865,0.000738589,0.0002304154,0.0003642986],"domain_scores_gemma":[0.9932137,0.001577306,0.0001921178,0.0003259764,0.004560469,0.0001304734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002306668,0.008594938,0.9566416,0.0001659064,0.00175813,0.000338181,0.001872386,0.00002001905,0.00005211807,0.0004614586,0.003479966,0.02430862],"study_design_scores_gemma":[0.009623011,0.01106991,0.9076464,0.01290978,0.0007058816,0.00001194131,0.05663691,0.0005562424,0.0001432774,0.000271619,0.0001227764,0.0003023002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589956,0.0005957111,0.01797967,0.00201418,0.0008645967,0.002794497,0.00004246783,0.0001244468,0.01658884],"genre_scores_gemma":[0.9834651,0.00003115412,0.0004582142,0.01144905,0.00006901994,0.0002511494,0.00008066327,0.00003183676,0.004163752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476452,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292154255472864,"score_gpt":0.4549339146572479,"score_spread":0.3257184891099615,"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."}}