{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055347,0.0006500537,0.0004034973,0.0004143864,0.0004877676,0.0004868126,0.0004007232,0.0004080058,0.001874344],"category_scores_gemma":[0.003164399,0.0003223031,0.0005367187,0.0003648538,0.0004118236,0.0005164436,0.0004786001,0.0007956022,0.0003808456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358089,"about_ca_system_score_gemma":0.0006095166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453004,"about_ca_topic_score_gemma":0.003319235,"domain_scores_codex":[0.9996217,0.0001546647,0.00003101942,0.00006836807,0.00005771545,0.00006657746],"domain_scores_gemma":[0.997844,0.000569347,0.0005771044,0.0002004508,0.0002416829,0.0005674029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005111258,0.002385714,0.98825,0.00002315916,0.00009218435,0.0001480897,0.0001437368,0.00004566621,0.0006240513,0.00001174446,0.0001402882,0.003024106],"study_design_scores_gemma":[0.0005655463,0.01187363,0.9860615,0.00001096601,0.0001068315,0.0003865388,0.0002429101,0.000371321,0.0001772344,0.0000258105,0.0001662149,0.00001165928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996512,0.00003542126,0.00004014999,0.0000144963,0.000004950706,0.00004250843,0.00008280351,0.000001337353,0.0001270497],"genre_scores_gemma":[0.9994293,0.0000424996,0.0001291578,0.00002954769,0.00001928177,0.00004730988,0.0002130083,0.000001037359,0.0000887689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453004,"threshold_uncertainty_score":0.006270349,"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."}}