{"id":"W4388204459","doi":"10.1200/op.2023.19.11_suppl.257","title":"Frequency of malnutrition and anorexia-cachexia syndrome in patients with advanced cancer evaluated in an outpatient supportive care clinic.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anorexia; Medicine; Cachexia; Malnutrition; Cancer; Outpatient clinic; Weight loss; Internal medicine; Prospective cohort study; Physical therapy; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025586,0.0001591296,0.0002700331,0.000775891,0.0005043852,0.000437851,0.0002073913,0.0003437131,0.001499383],"category_scores_gemma":[0.001178456,0.0002101454,0.0001838428,0.000776485,0.0002308553,0.0003253521,0.0003330923,0.0003956932,0.00020737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351117,"about_ca_system_score_gemma":0.0003499065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004856053,"about_ca_topic_score_gemma":0.007713916,"domain_scores_codex":[0.9997278,0.0000594381,0.00004129599,0.00004071954,0.00007664161,0.00005402546],"domain_scores_gemma":[0.9990201,0.0001351318,0.0004680131,0.0000172368,0.00009468412,0.0002648621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002985952,0.0000290599,0.9991997,0.000006454372,0.000005021385,0.0001188371,0.00006051037,0.000006145961,0.0001082531,0.000002173481,0.00005502218,0.0003789298],"study_design_scores_gemma":[0.000004244706,0.0001548512,0.9985971,0.000005792571,0.00000656723,0.0007594603,0.0002966367,0.00005327729,0.00002648432,0.000003116391,0.00009054816,0.000001953467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994186,0.0001533451,0.00001312055,0.00002873684,0.00000373577,0.000008022205,0.0001315082,0.000001705549,0.0002412031],"genre_scores_gemma":[0.9996758,0.00007141852,0.00003795589,0.00002775882,0.000006360299,0.000006483122,0.0001163357,4.367588e-7,0.00005755191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004856053,"threshold_uncertainty_score":0.009655595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041121173715831,"score_gpt":0.4566656760192829,"score_spread":0.3962544642821246,"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."}}