{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372464,0.0002820696,0.000390433,0.0006310593,0.0004254634,0.0005443829,0.0001519948,0.0002980801,0.0009535235],"category_scores_gemma":[0.001109498,0.0001410781,0.0002887457,0.0006983964,0.0001885963,0.0002745861,0.000379804,0.0003393644,0.0001659691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399707,"about_ca_system_score_gemma":0.0001878954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714495,"about_ca_topic_score_gemma":0.003879216,"domain_scores_codex":[0.9998524,0.00002484143,0.00002001887,0.00003416697,0.0000342076,0.00003429791],"domain_scores_gemma":[0.9995478,0.00005125386,0.0002191883,0.0000252008,0.00005705296,0.00009944398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352753,0.00002189521,0.9987711,0.000007394796,0.00002459048,0.00005625496,0.00004290231,0.00001859756,0.0001728049,0.000004058957,0.00003164088,0.0007134597],"study_design_scores_gemma":[0.000007686948,0.0001866967,0.9991916,0.00000663169,0.00002665198,0.0002781234,0.00009052123,0.00007325559,0.00004184448,0.00001100753,0.00008375694,0.000002180859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994745,0.0001865217,0.00003433728,0.00001036958,0.000002425705,0.000006235459,0.0001452463,8.931426e-7,0.000139645],"genre_scores_gemma":[0.9995475,0.00007804374,0.00003765859,0.00001605779,0.000005354752,0.000008987814,0.0002330147,4.260247e-7,0.00007278835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714495,"threshold_uncertainty_score":0.005397439,"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."}}