{"id":"W4367396864","doi":"10.1016/j.hrtlng.2023.04.013","title":"Frailty management, exploring potential directions for care and intervention in older sepsis adults","year":2023,"lang":"en","type":"letter","venue":"Heart & Lung","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"National Key Research and Development Program of China","keywords":"Medicine; Intervention (counseling); Sepsis; Intensive care medicine; Gerontology; MEDLINE; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002766,0.0004659515,0.00105564,0.0006180672,0.004279153,0.002945719,0.0008238952,0.02471796,0.005747238],"category_scores_gemma":[0.01917595,0.0003551759,0.0008111758,0.000650152,0.001697695,0.003643223,0.001794762,0.02092655,0.001684875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040693,"about_ca_system_score_gemma":0.00806105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00959646,"about_ca_topic_score_gemma":0.02472821,"domain_scores_codex":[0.9984604,0.0006245026,0.0002650961,0.0001179214,0.0002521646,0.0002798548],"domain_scores_gemma":[0.99422,0.002286713,0.0004178475,0.000112223,0.001028337,0.001934828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002031512,0.0002470273,0.01072402,0.0003576988,0.00003359803,0.006400734,0.0008531553,0.0001179226,0.0003790352,0.003108675,0.9286665,0.04890843],"study_design_scores_gemma":[0.001427715,0.0009192073,0.03666244,0.007190999,0.0002240027,0.01271637,0.01026132,0.001468383,0.0003239755,0.02908906,0.8995113,0.00020525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001355596,0.00295427,0.00004834511,0.9887596,0.004892283,0.00001431925,0.00003169767,0.000008503362,0.001935387],"genre_scores_gemma":[0.01341904,0.006877413,0.0005581901,0.9395497,0.0355031,0.0001389085,0.00004156387,0.00001122213,0.003900909],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02471796,"threshold_uncertainty_score":0.02206182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017918184697009,"score_gpt":0.3170078263608985,"score_spread":0.2768286445139284,"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."}}