{"id":"W2806460677","doi":"10.1016/j.critrevonc.2018.05.006","title":"Cancer cachexia: Diagnosis, assessment, and treatment","year":2018,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cachexia; Medicine; Cancer cachexia; Guideline; Cancer; Quality of life (healthcare); Intensive care medicine; Standardization; Cancer treatment; Internal medicine; Pathology; Nursing","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":[0.001474092,0.001135536,0.002962094,0.002479261,0.0003358605,0.001720193,0.001326939,0.001401098,0.002316353],"category_scores_gemma":[0.003989158,0.0003890034,0.001011415,0.002067851,0.0007515244,0.001355657,0.001012283,0.002211535,0.0007916281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009706481,"about_ca_system_score_gemma":0.002679488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002931389,"about_ca_topic_score_gemma":0.005522591,"domain_scores_codex":[0.9993427,0.0001441528,0.0001348388,0.00008860171,0.0002507048,0.00003898592],"domain_scores_gemma":[0.9981045,0.0011142,0.0002805718,0.00003806506,0.0003855714,0.00007709295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001093031,0.00007984119,0.000628711,0.02864969,0.0002606497,0.0001095567,0.00005397742,0.0003471128,0.0003174336,0.001878794,0.03582895,0.9317361],"study_design_scores_gemma":[0.0001350752,0.0002589023,0.005224106,0.0495298,0.001419204,0.002845744,0.000235366,0.0004773004,0.0004466989,0.005254948,0.9340764,0.00009637362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003625461,0.9993327,0.00004834531,0.000292567,0.0001317312,0.000004663108,0.00001266541,0.000002708306,0.0001383153],"genre_scores_gemma":[0.0004663426,0.9987839,0.0001368118,0.0002232262,0.0002852641,0.000007166985,0.00001993314,6.487437e-7,0.00007678489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002962094,"threshold_uncertainty_score":0.00779587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3094995821127756,"score_gpt":0.6011877947690292,"score_spread":0.2916882126562536,"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."}}