{"id":"W4399617449","doi":"10.1016/j.jogc.2024.102584","title":"Postoperative Cognitive Decline in Patients Undergoing Major Gynecologic Oncology Surgery: A Pilot Prospective Study","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Queen's University; University of Calgary","funders":"","keywords":"Gynecologic oncology; Medicine; Prospective cohort study; General surgery; Cognition; Oncology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007770357,0.0006184083,0.0007142683,0.0006472925,0.001269254,0.001069977,0.0005181054,0.0008894065,0.001422839],"category_scores_gemma":[0.002674471,0.0004941579,0.0007699541,0.001147082,0.0007239142,0.001035985,0.0006252972,0.001470301,0.0003676784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005363702,"about_ca_system_score_gemma":0.001190023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049822,"about_ca_topic_score_gemma":0.01310464,"domain_scores_codex":[0.9996241,0.0001094388,0.00004130186,0.00007427554,0.00004726106,0.0001034553],"domain_scores_gemma":[0.9981927,0.0003305564,0.0005194241,0.0001241645,0.0002109831,0.0006221936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002230871,0.00315197,0.991282,0.000035451,0.0001147683,0.0003643701,0.0005658211,0.0000266229,0.0003584109,0.00002027961,0.0001231352,0.001726255],"study_design_scores_gemma":[0.0002920865,0.005605967,0.9917795,0.00001136583,0.0001028461,0.0003618188,0.001525524,0.00007885232,0.00005326168,0.00003365136,0.0001401466,0.0000150145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996524,0.0000595229,0.00001641225,0.00002170667,0.000005593736,0.0000328004,0.00007476795,6.366076e-7,0.0001361678],"genre_scores_gemma":[0.9992325,0.0001269233,0.00007426216,0.0000779137,0.00001932703,0.00005822981,0.0002357572,0.000001063664,0.0001740832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049822,"threshold_uncertainty_score":0.02087426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682835515260565,"score_gpt":0.2738066638484955,"score_spread":0.2569783086958898,"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."}}