{"id":"W1502098076","doi":"","title":"Cancer cachexia and targeting chronic inflammation: a unified approach to cancer treatment and palliative/supportive care.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cachexia; Cancer; Anorexia; Inflammation; Weight loss; Palliative care; Internal medicine; Oncology; Intensive care medicine; Obesity","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":[],"consensus_categories":[],"category_scores_codex":[0.000308835,0.0002382597,0.0002976986,0.0001423764,0.0001265887,0.00003256134,0.00004963934,0.0001020704,0.00002345615],"category_scores_gemma":[0.00007116112,0.0002005377,0.00004989502,0.0002236038,0.0001085101,0.00008808498,0.00005873151,0.00009150552,0.000001583613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223045,"about_ca_system_score_gemma":0.0001988213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003293757,"about_ca_topic_score_gemma":0.0002798096,"domain_scores_codex":[0.9984762,0.00003718493,0.0003153119,0.0004359492,0.0002042773,0.0005310476],"domain_scores_gemma":[0.9990304,0.00004835602,0.0001213107,0.0001668336,0.0001535306,0.0004796134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006468574,0.00006702064,0.5900224,0.0005581361,0.000485308,0.00003308372,0.005129604,0.00001284001,0.0005598883,0.00008987469,0.0002865,0.4021085],"study_design_scores_gemma":[0.002047446,0.00007042971,0.9791655,0.00006350194,0.0003156453,0.000003761822,0.001141378,0.00008328143,0.01012183,0.00000894757,0.006742194,0.000236109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810484,0.01104475,0.0001265209,0.000551616,0.0001309468,0.002965875,0.00003102232,0.00008149339,0.004019374],"genre_scores_gemma":[0.9914919,0.0005908916,0.0007237948,0.0001599895,0.0004762408,0.006185113,0.00003649064,0.0000312927,0.0003043198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4018724,"threshold_uncertainty_score":0.8177691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802063906793268,"score_gpt":0.2858720011651757,"score_spread":0.2578513620972431,"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."}}