{"id":"W4229452987","doi":"10.1002/rco2.61","title":"The impact of cachexia on dietary intakes, symptoms, and quality of life in advanced cancer","year":2022,"lang":"en","type":"article","venue":"JCSM Rapid Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Japan Society for the Promotion of Science; Sasakawa Memorial Health Foundation","keywords":"Cachexia; Anorexia; Medicine; Quality of life (healthcare); Anthropometry; Internal medicine; Appetite; Cancer; Weight loss; Body mass index; Palliative care; Gastroenterology; Obesity","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":[0.000720993,0.0001716231,0.0002823857,0.0004381376,0.0001921782,0.0003165513,0.0001407367,0.0001455838,0.0009432628],"category_scores_gemma":[0.0024238,0.00009339532,0.0003424947,0.0007925218,0.0001837106,0.0002087127,0.0002626735,0.0003172921,0.00005841135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061972,"about_ca_system_score_gemma":0.0002317058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439473,"about_ca_topic_score_gemma":0.003243905,"domain_scores_codex":[0.9996594,0.0001625768,0.0000411913,0.00003882635,0.00006437773,0.00003361455],"domain_scores_gemma":[0.9982325,0.000524733,0.0007884504,0.00004601914,0.0001701526,0.0002381022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238528,0.00002942739,0.997098,0.00004366212,0.00006692844,0.00002611833,0.00003846897,0.00007361012,0.0001395559,0.000007986879,0.00006709588,0.002285336],"study_design_scores_gemma":[0.000004082752,0.00007449547,0.9994888,0.000006092508,0.00002465847,0.0000702188,0.00004635194,0.0001648114,0.0000242302,0.000009877325,0.00008490271,0.000001344548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981183,0.001063999,0.00005667024,0.00005730349,0.000004797166,0.000007454567,0.0003185715,0.000002429933,0.0003704855],"genre_scores_gemma":[0.9995496,0.0001679567,0.00005710527,0.00001607573,0.000005536894,0.000006230915,0.0001557875,4.43733e-7,0.00004139599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002439473,"threshold_uncertainty_score":0.004850626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578872777007704,"score_gpt":0.4622678912187135,"score_spread":0.3043806135179431,"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."}}