{"id":"W1684577264","doi":"10.1016/j.semcdb.2015.09.001","title":"Computed tomography-defined muscle and fat wasting are associated with cancer clinical outcomes","year":2015,"lang":"en","type":"review","venue":"Seminars in Cell and Developmental Biology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":312,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Killam Trusts; Alberta Innovates - Health Solutions","keywords":"Cachexia; Wasting; Cancer; Skeletal muscle; Biology; Biomarker; Lumbar; Quantitative computed tomography; Sarcopenia; Computed tomography; Radiology; Internal medicine; Medicine; Anatomy; Osteoporosis; Endocrinology; Bone density","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003357982,0.00045778,0.0008927088,0.0008249076,0.00009682459,0.0005031326,0.0003999914,0.000434801,0.001377444],"category_scores_gemma":[0.001106437,0.0001194661,0.0005420429,0.001466822,0.0002731236,0.0003036822,0.0003843075,0.0006501049,0.0002354912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236295,"about_ca_system_score_gemma":0.0006062262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841021,"about_ca_topic_score_gemma":0.003119581,"domain_scores_codex":[0.9998889,0.00002061334,0.0000181122,0.00002764125,0.00003096072,0.00001369488],"domain_scores_gemma":[0.9996141,0.0001868549,0.0001078153,0.000007322512,0.00006204518,0.00002180019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003673303,0.00007676777,0.04467143,0.01024335,0.001144096,0.0003444978,0.00005132422,0.0004508415,0.0008550995,0.001195567,0.01114135,0.9294584],"study_design_scores_gemma":[0.0001834109,0.0007019079,0.4148032,0.02208498,0.009000192,0.006016713,0.0006005781,0.001134091,0.001823558,0.00659584,0.536902,0.0001535416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002341199,0.99651,0.0001533819,0.0002918093,0.0001238876,0.000003668247,0.00007168718,0.0000047206,0.0004996827],"genre_scores_gemma":[0.02256639,0.9758877,0.0003740691,0.0002654154,0.0003431396,0.00001146116,0.0001581527,0.000002085943,0.0003915822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001841021,"threshold_uncertainty_score":0.004607975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134555642612476,"score_gpt":0.4040176105055898,"score_spread":0.2905620462443422,"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."}}