{"id":"W4402923064","doi":"10.1007/s44337-024-00056-0","title":"Exploring the intersection of cancer, sepsis, and frailty: a scoping review","year":2024,"lang":"en","type":"review","venue":"Discover Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital; McMaster University","funders":"Canadian Frailty Network; Canada Research Chairs; Government of Canada","keywords":"Intersection (aeronautics); Sepsis; Medicine; Gerontology; Engineering; Immunology; Transport engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004815975,0.0004728001,0.002700294,0.0001845293,0.00004419508,0.00001256566,0.0001803366,0.00009822004,0.0001882267],"category_scores_gemma":[0.0005075977,0.0002315591,0.0003384242,0.0006887293,0.0003129507,0.0001341909,0.0001667771,0.000744283,0.00002178665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977836,"about_ca_system_score_gemma":0.0004963486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006037348,"about_ca_topic_score_gemma":0.0001830994,"domain_scores_codex":[0.9975798,0.0001055986,0.001044951,0.0005116191,0.0005064268,0.0002515732],"domain_scores_gemma":[0.9985262,0.0002731968,0.0003696973,0.0006322498,0.0000759217,0.0001227774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004128096,0.000009109394,0.000003420427,0.4164385,0.0003051141,0.00001789985,0.000290788,2.315986e-8,9.668197e-7,0.00003709661,0.005944191,0.5769488],"study_design_scores_gemma":[0.0002062435,0.000113622,0.000008193562,0.6288128,0.007163149,0.0001097075,0.00008867827,0.000001751622,0.000001803884,0.00001034414,0.3633657,0.0001179338],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002293002,0.991425,0.00001915949,0.003272767,0.001798577,0.002554002,0.00003601323,0.00005359448,0.0008180033],"genre_scores_gemma":[0.00002930311,0.9964417,0.00001461689,0.0006643208,0.0009916825,0.0007493595,0.0000950174,0.00008366112,0.0009303033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5768309,"threshold_uncertainty_score":0.9442706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2604864936379602,"score_gpt":0.4577137644460674,"score_spread":0.1972272708081072,"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."}}