{"id":"W2530057534","doi":"10.1200/jco.2007.25.18_suppl.9108","title":"Do most newly diagnosed advanced NSCLC patients need nutritional intervention?","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Weight loss; Internal medicine; Malnutrition; Cancer; Lung cancer; Constipation; Physical therapy; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001977527,0.000159647,0.0003547832,0.0005341875,0.0004521307,0.0006153815,0.0002847562,0.0008890239,0.005131788],"category_scores_gemma":[0.001820873,0.0001781335,0.0002552954,0.0007263394,0.0002307158,0.0007256251,0.000222978,0.0005137449,0.0009736997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190027,"about_ca_system_score_gemma":0.0003482862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492334,"about_ca_topic_score_gemma":0.006118267,"domain_scores_codex":[0.9998172,0.00003033288,0.00002473491,0.00004174325,0.00004312348,0.00004287952],"domain_scores_gemma":[0.9991317,0.0001532818,0.0004022482,0.0000151776,0.0000718122,0.0002258184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004125033,0.00003431795,0.9965237,0.00001475186,0.000007631358,0.0001841279,0.00004021173,0.00001168389,0.00007383074,0.000005022218,0.0002899168,0.002773617],"study_design_scores_gemma":[0.000008827542,0.0001376543,0.997739,0.00002141762,0.00001365826,0.001012083,0.0004920925,0.00009481818,0.0000240983,0.00002570582,0.0004273855,0.000003321992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965214,0.0006638303,0.0000379912,0.0008228132,0.00002620587,0.00001548683,0.0003665437,0.000005097356,0.00154063],"genre_scores_gemma":[0.9984357,0.0004817962,0.00008065645,0.0003105394,0.00004037285,0.00001202389,0.000312978,0.000001798536,0.0003241917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005131788,"threshold_uncertainty_score":0.01716751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156026776389787,"score_gpt":0.5212399286198116,"score_spread":0.4056372509808329,"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."}}