{"id":"W4405697184","doi":"10.1002/jcsm.13664","title":"CT‐Based Body Composition and Frailty as Predictors of Survival Among Older Adults With Gastrointestinal Malignancies","year":2024,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Proportional hazards model; Confounding; Internal medicine; Cancer; Prospective cohort study; Sarcopenia; Cohort; Colorectal cancer","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":[0.0008046171,0.0002788763,0.0002390984,0.0007677762,0.0002574052,0.0004628581,0.0002885968,0.0002726348,0.001128637],"category_scores_gemma":[0.00280607,0.0001456353,0.0004567692,0.0008363641,0.0002035573,0.0003355838,0.0005628078,0.0004055816,0.0001473285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465853,"about_ca_system_score_gemma":0.0002794956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946392,"about_ca_topic_score_gemma":0.007485489,"domain_scores_codex":[0.9997804,0.00005036659,0.00004149088,0.00004129123,0.00004745309,0.00003907887],"domain_scores_gemma":[0.9987555,0.0001990521,0.0006883476,0.00008377973,0.0001327187,0.0001406449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004050791,0.000005861146,0.9994255,0.000003789454,0.00001785437,0.00001064672,0.00001050002,0.00004030825,0.00002838435,0.000002859263,0.00002598945,0.0003878823],"study_design_scores_gemma":[0.000003071688,0.00004018694,0.9994869,0.000006881098,0.0000207761,0.00008000097,0.00003814687,0.0002257666,0.00002249784,0.0000104506,0.00006387668,0.000001464126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990433,0.0002047785,0.00008085569,0.00002670537,0.000002867616,0.000007266076,0.0004642111,0.000002479905,0.0001674805],"genre_scores_gemma":[0.9994308,0.00005221211,0.00006653454,0.00001148723,0.000004407967,0.000006686936,0.0003767156,7.33494e-7,0.0000503523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004946392,"threshold_uncertainty_score":0.009835184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047756379896402,"score_gpt":0.2511316467881531,"score_spread":0.2406540829891891,"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."}}