{"id":"W4365143915","doi":"10.1038/s41591-023-02232-8","title":"Body composition and lung cancer-associated cachexia in TRACERx","year":2023,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"FP7 People: Marie-Curie Actions; Medical Research Council; Pfizer UK; Genentech; Gdański Uniwersytet Medyczny; Novo Nordisk Fonden; University College London Hospitals NHS Foundation Trust; NIHR Cambridge Biomedical Research Centre; Peter MacCallum Cancer Centre; Stand Up To Cancer; Novo Nordisk; Deutsche Forschungsgemeinschaft; University of Glasgow; National Institutes of Health; Rosetrees Trust; University College London; Wellcome Trust; Cancer Research UK; Foulkes Foundation; Francis Crick Institute; Institut for Klinisk Medicin, Aarhus Universitet; International Association for the Study of Lung Cancer; BeiGene; National Institute for Health and Care Research; Aarhus Universitetshospital; National Cancer Institute; Gilead Sciences; Brigham and Women's Hospital; European Commission; Aarhus Universitet; Breast Cancer Research Foundation; Sanofi; Massachusetts General Hospital; GlaxoSmithKline; Bristol-Myers Squibb; Ono Pharmaceutical; Lundbeckfonden; Eli Lilly and Company; AstraZeneca; Amgen; Pfizer","keywords":"Cancer cachexia; Cachexia; Lung cancer; Medicine; Composition (language); Cancer; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003201212,0.0001888558,0.0003330126,0.0003355577,0.0003652342,0.0004889467,0.0001874775,0.0003245116,0.0007897218],"category_scores_gemma":[0.0004651576,0.0001369466,0.0002528433,0.0003368589,0.0003335986,0.0001926253,0.0003951084,0.0003377082,0.00009494069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493846,"about_ca_system_score_gemma":0.0002068684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635549,"about_ca_topic_score_gemma":0.005132475,"domain_scores_codex":[0.9999057,0.00002565997,0.000004724595,0.00002862742,0.00001983389,0.00001546173],"domain_scores_gemma":[0.9998407,0.00002073351,0.00006303342,0.00001820501,0.00001586667,0.00004136218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001689666,0.0001310752,0.9613577,0.00003983832,0.000122273,0.0004283293,0.0003705616,0.000114186,0.02914125,0.0001208831,0.0001203639,0.006363998],"study_design_scores_gemma":[0.00001860961,0.000605671,0.9970888,0.000007015519,0.00004066996,0.000645961,0.0001181151,0.0002426187,0.0007871615,0.00004209997,0.0003996373,0.000003604085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992637,0.0003068166,0.0001211879,0.00002222531,0.000002599677,0.00000619103,0.00007741869,0.00000387801,0.0001960073],"genre_scores_gemma":[0.9992648,0.00008083667,0.0001116631,0.00002126089,0.000002688811,0.000005337073,0.0001889898,0.000001922217,0.0003224149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004635549,"threshold_uncertainty_score":0.009217143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983808981171395,"score_gpt":0.3967702250189669,"score_spread":0.376932135207253,"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."}}