{"id":"W3097055995","doi":"10.21873/invivo.12200","title":"CT Derived Muscle Measures, Inflammation, and Frailty in a Cohort of Older Cancer Patients","year":2020,"lang":"en","type":"article","venue":"In Vivo","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akershus Universitetssykehus; University of Alberta","keywords":"Medicine; Sarcopenia; Inflammation; Muscle mass; Cancer; Internal medicine; Cohort; C-reactive protein; Lumbar; Oncology; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008370448,0.00009224642,0.0002399227,0.0000686143,0.000009376249,0.00000441345,0.00005307852,0.00004300713,0.0001658134],"category_scores_gemma":[0.0003406574,0.00008821578,0.00002010724,0.0002128906,0.00004778304,0.00007279839,0.00003393031,0.0001286019,0.000003632347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006071201,"about_ca_system_score_gemma":0.0000641915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524073,"about_ca_topic_score_gemma":0.001859277,"domain_scores_codex":[0.9990954,0.00003246615,0.00030309,0.0001889192,0.000244776,0.0001353586],"domain_scores_gemma":[0.9996037,0.00003790766,0.00006512737,0.0001174047,0.00009239889,0.00008349004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004787826,0.00006430668,0.9703769,0.0001385436,0.00001791632,0.00001670757,0.0030733,0.00002883922,0.01414485,0.000003997521,0.0009776227,0.01110911],"study_design_scores_gemma":[0.002820127,0.00006877296,0.9732671,0.0002833002,0.00001680792,9.97532e-7,0.00007444692,0.0003524367,0.02053388,0.00001787408,0.002483025,0.00008126289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968239,0.0001994396,0.00001443779,0.001734966,0.00005567732,0.0005212838,0.00001730376,0.0000175852,0.0006154233],"genre_scores_gemma":[0.999272,0.00008554779,0.0001335391,0.0003533233,0.00004333856,0.00004706106,0.000007600814,0.00001315008,0.00004439339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102785,"threshold_uncertainty_score":0.3597335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275362676654004,"score_gpt":0.2695527023347665,"score_spread":0.2467990755682264,"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."}}