{"id":"W4395680968","doi":"10.34883/pi.2023.12.4.035","title":"Changes in Frailty Index After Emergency Surgical Interventions in Elderly Patients with Acute Abdominal Pathologies","year":2023,"lang":"ru","type":"article","venue":"Хирургия Восточная Европа","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Psychological intervention; Emergency medicine; Index (typography); Intensive care medicine; Gerontology; Psychiatry; Computer science","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":[0.0005695929,0.0001748925,0.0004040926,0.001039156,0.0003250591,0.0007131787,0.0002167556,0.0004361435,0.003401534],"category_scores_gemma":[0.00381569,0.0001582001,0.00101361,0.000759912,0.0002107723,0.0007024559,0.0005247184,0.0009103284,0.0002941652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471818,"about_ca_system_score_gemma":0.0005845292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292292,"about_ca_topic_score_gemma":0.004547905,"domain_scores_codex":[0.9996071,0.00007358278,0.00007077926,0.00007156852,0.0001214621,0.00005554924],"domain_scores_gemma":[0.9988664,0.0002662023,0.0004098582,0.00007477068,0.0002262257,0.0001565708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00227801,0.0001790999,0.9092224,0.0004848341,0.0003490343,0.0009119646,0.001198085,0.0004614937,0.001860828,0.0008602102,0.002978204,0.07921574],"study_design_scores_gemma":[0.00003406841,0.000284702,0.9952532,0.0000856785,0.0001700753,0.0007664751,0.0003515909,0.0005441897,0.0003246559,0.0004625865,0.001697722,0.00002517916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720266,0.01269398,0.001939713,0.0009054879,0.0002559498,0.000143765,0.003213844,0.00005444717,0.00876629],"genre_scores_gemma":[0.9953594,0.001174203,0.0008978421,0.00006667069,0.00009394062,0.0001139718,0.0009472542,0.000006285963,0.001340493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004292292,"threshold_uncertainty_score":0.0113793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413298071593457,"score_gpt":0.3197338052378017,"score_spread":0.2856008245218671,"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."}}