{"id":"W1732082498","doi":"10.1002/jcsm.12014","title":"Hypermetabolism and symptom burden in advanced cancer patients evaluated in a cachexia clinic","year":2015,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypermetabolism; Weight loss; Anorexia; Cachexia; Internal medicine; Gastroenterology; Confidence interval; Cancer; Resting energy expenditure; Body weight; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009490491,0.0001319381,0.0005468847,0.0003336475,0.00002987513,0.00001948064,0.00006332492,0.00009636831,0.00007848253],"category_scores_gemma":[0.00023326,0.0001098284,0.0000421423,0.0002527619,0.00005306352,0.0002196519,0.00003923629,0.0004269657,0.00000433317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484365,"about_ca_system_score_gemma":0.0003600695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002502569,"about_ca_topic_score_gemma":0.0001416517,"domain_scores_codex":[0.9984202,0.0001211531,0.0006978164,0.0001703584,0.0003353624,0.0002551583],"domain_scores_gemma":[0.9989156,0.0000613294,0.0002500182,0.00009351141,0.0002938085,0.0003858028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002100194,0.0005464163,0.8504657,0.0003386575,0.00004640967,0.0001526354,0.005494917,0.00003106127,0.004477772,0.00002037792,0.001604163,0.1347218],"study_design_scores_gemma":[0.02176496,0.0004937329,0.9578335,0.000943072,0.00007698638,0.00006760666,0.0007995489,0.0004072739,0.00008883746,0.0002730514,0.01711018,0.0001412498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866976,0.009512903,0.00000181912,0.002668817,0.0002772519,0.0003274247,0.00000497345,0.000005871253,0.0005033562],"genre_scores_gemma":[0.9953478,0.002728489,0.0006663346,0.0008852826,0.0001664722,0.00001118412,0.000003912594,0.00001784838,0.0001726903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345805,"threshold_uncertainty_score":0.4478673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237384890055842,"score_gpt":0.3765039504766051,"score_spread":0.3241301015760467,"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."}}