{"id":"W7117584473","doi":"10.29400/tjgeri.2025.466","title":"FRAILTY AND ASA SCORE AS INDEPENDENT PREDICTORS OF EARLY POSTOPERATIVE COGNITIVE DYSFUNCTION IN OLDER SURGICAL PATIENTS: A PROSPECTIVE COHORT STUDY","year":2025,"lang":"","type":"article","venue":"The Turkish Journal of Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"American society of anesthesiologists; Cognition; Perioperative; Prospective cohort study; Univariate analysis; Cognitive decline; Multivariate analysis; Postoperative cognitive dysfunction; Cognitive test","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"],"consensus_categories":[],"category_scores_codex":[0.002631105,0.000579946,0.001556173,0.0009619044,0.0002202192,0.0001221627,0.0003988162,0.0003888246,0.0001665313],"category_scores_gemma":[0.00276677,0.0004092737,0.0002663987,0.001885582,0.0005314123,0.0005429984,0.0003437612,0.002243879,0.000007121149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108632,"about_ca_system_score_gemma":0.001169594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004218716,"about_ca_topic_score_gemma":0.0001050157,"domain_scores_codex":[0.9935959,0.001092434,0.002311674,0.0006024249,0.001864317,0.0005332778],"domain_scores_gemma":[0.9928315,0.001253955,0.001658296,0.0003792981,0.003597863,0.0002790413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008730644,0.004552801,0.9565763,0.0001245534,0.001885074,0.0003928222,0.02396794,0.00002566306,0.00001640451,0.00003326257,0.0003969376,0.003297553],"study_design_scores_gemma":[0.02836211,0.01191471,0.9423084,0.001676709,0.002501767,0.0001849031,0.01226533,0.00002515216,0.000238847,0.0001990564,0.00004156333,0.0002814055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871155,0.002926013,0.00006493183,0.0005210462,0.002484439,0.005632936,0.00008896204,0.00001178476,0.001154381],"genre_scores_gemma":[0.9975201,0.001100401,0.00001425647,0.0001251019,0.0004171548,0.00004430352,0.00001181438,0.00004227187,0.0007246363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01963146,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009789737788317715,"score_gpt":0.271822231718446,"score_spread":0.2620324939301283,"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."}}