{"id":"W2213935416","doi":"10.1016/j.critrevonc.2015.12.008","title":"Impact of cancer anorexia-cachexia syndrome on health-related quality of life and resource utilisation: A systematic review","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health Technology Assessment international; Università Bocconi; Helsinn","keywords":"Anorexia; Cachexia; Quality of life (healthcare); Medicine; Resource (disambiguation); Cancer cachexia; Cancer; Intensive care medicine; Gerontology; Internal medicine; Nursing; Computer science","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":[0.003398082,0.001340891,0.006857134,0.004596856,0.0004079072,0.002123351,0.001226158,0.001406997,0.00370806],"category_scores_gemma":[0.01535772,0.000898515,0.009066995,0.00659774,0.0004966522,0.001467479,0.001443886,0.001386402,0.0002024046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176815,"about_ca_system_score_gemma":0.00526055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385045,"about_ca_topic_score_gemma":0.0464709,"domain_scores_codex":[0.9978275,0.0005659426,0.0007909352,0.0002688687,0.0004284594,0.0001183743],"domain_scores_gemma":[0.9927301,0.005035437,0.001465087,0.00008174124,0.0005647621,0.0001229132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003386216,0.00003428262,0.0029657,0.9099362,0.03991408,0.000114672,0.000137178,0.0001627094,0.0001155117,0.0001711746,0.002110136,0.04399974],"study_design_scores_gemma":[0.0005842274,0.0003034628,0.02257807,0.5708575,0.3797914,0.0006732855,0.0004857582,0.0001980766,0.0001566661,0.0004962616,0.02376162,0.0001136511],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008145043,0.9986777,0.00003796579,0.00008110569,0.00005840832,0.00004871196,0.0001972921,0.000002486202,0.00008190412],"genre_scores_gemma":[0.0136395,0.9854844,0.0002591131,0.0003151048,0.00005228694,0.00007599525,0.0001140706,0.000002254181,0.00005729419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01385045,"threshold_uncertainty_score":0.02753967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3282251994536354,"score_gpt":0.5772138258584952,"score_spread":0.2489886264048599,"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."}}