{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001244929,0.000316296,0.0004812137,0.0005892857,0.0001168928,0.00005390148,0.00008361335,0.0003897869,0.0001026378],"category_scores_gemma":[0.00006340609,0.0003441105,0.000304873,0.0002872454,0.00004136769,0.0001557773,0.0001336742,0.0008787309,0.00004553568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496393,"about_ca_system_score_gemma":0.00001838675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984007,"about_ca_topic_score_gemma":0.0003368066,"domain_scores_codex":[0.998014,0.00005888756,0.0004355201,0.0006802242,0.0003184043,0.0004929409],"domain_scores_gemma":[0.9992335,0.00009713484,0.00008166786,0.000401463,0.0001098215,0.00007636691],"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":[0.00009695243,0.00004931569,0.002278651,0.009304636,0.0002060076,0.0003859547,0.001136947,0.000004414605,0.00001437226,0.000002897422,0.9619871,0.02453273],"study_design_scores_gemma":[0.005161508,0.0003093615,0.05956064,0.01083285,0.0006060555,0.00008272169,0.001735872,0.0005951084,0.00008559327,0.00003785603,0.9204749,0.0005175328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1492825,0.009105464,0.001670168,0.8029457,0.01456363,0.01527714,0.0008795983,0.001938827,0.004336953],"genre_scores_gemma":[0.3218406,0.008722986,0.01918754,0.3886683,0.0340132,0.02618995,0.02078007,0.002386049,0.1782113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4142774,"threshold_uncertainty_score":0.9999011,"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."}}