{"id":"W4384024547","doi":"10.1200/jco.23.01280","title":"Cancer Cachexia: ASCO Guideline Rapid Recommendation Update","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"American Society of Clinical Oncology","keywords":"Guideline; Medicine; Dissemination; Cancer; MEDLINE; Family medicine; Medical physics; Pathology; Internal medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006782651,0.00007807813,0.0009100927,0.0001563008,0.00005072863,0.000005119283,0.00008338927,0.0002594259,0.002562211],"category_scores_gemma":[0.002334664,0.00005875426,0.0002633499,0.0002665647,0.00006402161,0.00008236937,0.00003295896,0.0009546839,0.000182665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558714,"about_ca_system_score_gemma":0.00132993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001738311,"about_ca_topic_score_gemma":0.00002715841,"domain_scores_codex":[0.9962992,0.0003161327,0.002828975,0.00012524,0.0002148884,0.0002155486],"domain_scores_gemma":[0.9967836,0.0008276087,0.001322162,0.0001027486,0.0005806463,0.0003832245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008381814,0.000275584,0.01329444,0.00003227519,0.00008625392,0.0001505462,0.00002114878,0.000005753815,0.00006280894,0.00007181944,0.5114177,0.4737435],"study_design_scores_gemma":[0.005739641,0.001932303,0.05550043,0.00009970297,0.0001163919,0.000137175,0.0000719921,0.000558096,0.00004079717,0.000622304,0.9351305,0.0000506179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1865112,0.0006581056,0.0006194988,0.7974666,0.007402034,0.0002242635,0.00001024596,0.0000603045,0.007047791],"genre_scores_gemma":[0.6027454,0.07226465,0.04017549,0.2586319,0.0227303,0.00002414559,0.0001462622,0.00007783454,0.003204054],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5388347,"threshold_uncertainty_score":0.9983496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3878660763563588,"score_gpt":0.6182902435172055,"score_spread":0.2304241671608467,"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."}}