{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01067179,0.00109347,0.002536478,0.007631917,0.001343249,0.004341185,0.003211086,0.007447721,0.03823013],"category_scores_gemma":[0.0607709,0.0009226684,0.005179056,0.006748722,0.0007719028,0.00290403,0.002633288,0.007630957,0.02415017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553191,"about_ca_system_score_gemma":0.01874612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02030838,"about_ca_topic_score_gemma":0.04409985,"domain_scores_codex":[0.9887983,0.003476554,0.002665759,0.0003450152,0.004179642,0.0005346784],"domain_scores_gemma":[0.9565506,0.00929226,0.004550902,0.000789345,0.02718593,0.001630995],"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":[0.0000432745,0.00003676051,0.0002312416,0.004212741,0.00008315113,0.00006854537,0.00005581065,0.00008682053,0.00006326969,0.0006923973,0.9284633,0.06596282],"study_design_scores_gemma":[0.0002260341,0.00003564108,0.0009865511,0.02643891,0.0003476187,0.0001991334,0.00006747452,0.0001065462,0.00008787648,0.001156393,0.9703156,0.00003231777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002106836,0.2585966,0.007194073,0.4290091,0.07820586,0.008471933,0.04862069,0.001561145,0.1662337],"genre_scores_gemma":[0.01068435,0.4485059,0.05980038,0.2644019,0.03421467,0.01259753,0.08980094,0.000859024,0.07913526],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03823013,"threshold_uncertainty_score":0.1278925,"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."}}