{"id":"W4318754863","doi":"10.1089/jpm.2022.0598","title":"Top Ten Tips Palliative Care Clinicians Should Know About Cachexia","year":2023,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research","keywords":"Cachexia; Medicine; Biopsychosocial model; Palliative care; Intensive care medicine; Quality of life (healthcare); Disease; Cancer; Nursing; Internal medicine; Psychiatry","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":[0.002741085,0.001165962,0.001026958,0.001595721,0.00221607,0.004488001,0.001332177,0.008944153,0.04844411],"category_scores_gemma":[0.0266721,0.0005217315,0.0009689064,0.0009822994,0.001354467,0.007036973,0.003099938,0.0113901,0.02280213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245167,"about_ca_system_score_gemma":0.00348353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066456,"about_ca_topic_score_gemma":0.004618286,"domain_scores_codex":[0.9973233,0.0009367086,0.0003585031,0.0001656228,0.0009655806,0.0002502626],"domain_scores_gemma":[0.9827048,0.005710007,0.0008652903,0.0004647339,0.005050866,0.005204355],"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":[0.00005142065,0.0000912135,0.0007232727,0.0006372148,0.00001775341,0.0004688372,0.0002767106,0.00005597262,0.0001974158,0.001277209,0.8230017,0.1732013],"study_design_scores_gemma":[0.00008552808,0.0001800278,0.002627782,0.004627981,0.00004965863,0.003851009,0.002194448,0.0001317662,0.0001812558,0.01248393,0.973516,0.00007067357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001799373,0.06314493,0.003649748,0.8042809,0.06720219,0.0001988485,0.0004440692,0.0009672871,0.05831267],"genre_scores_gemma":[0.0298214,0.13942,0.02436136,0.6323125,0.1135474,0.0006237004,0.001224518,0.000424183,0.05826489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04844411,"threshold_uncertainty_score":0.1620618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1789315718642354,"score_gpt":0.4737286508874387,"score_spread":0.2947970790232033,"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."}}