{"id":"W6983450183","doi":"","title":"Metabolic, nutritional, inflammatory, and functional performance characteristics in elderly patients with advanced gastrointestinal cancer","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Cancer; Cancer cachexia; Quality of life (healthcare); Cohort; Gastrointestinal cancer; Cancer treatment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002112509,0.000090475,0.0001989138,0.0004239353,0.0002105528,0.0002854365,0.00007421531,0.0001611128,0.001479543],"category_scores_gemma":[0.0006650254,0.00005658722,0.0001152433,0.0005611537,0.00007839542,0.0001636877,0.0001848536,0.0002587173,0.0004278801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193069,"about_ca_system_score_gemma":0.0003067424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003831546,"about_ca_topic_score_gemma":0.006921872,"domain_scores_codex":[0.9999273,0.00001416492,0.000006101316,0.000009490364,0.00002130613,0.00002159553],"domain_scores_gemma":[0.9998355,0.00002204659,0.0000354266,0.00000477285,0.00003330301,0.00006897583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003941293,0.0002791684,0.9573818,0.00007706133,0.00004221811,0.0002058082,0.001061388,0.000107716,0.0008310522,0.00006897273,0.003180418,0.03637023],"study_design_scores_gemma":[0.00000770584,0.0002353354,0.9979346,0.00002326148,0.00001181921,0.0001466151,0.000333812,0.00005555231,0.00006228159,0.00003652439,0.001149282,0.000003141264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949797,0.001683761,0.00004506632,0.0003938978,0.00002229698,0.00001674937,0.0003343151,0.000003351999,0.002520819],"genre_scores_gemma":[0.9960573,0.001641258,0.0001027742,0.0002005789,0.00003552469,0.00002393863,0.0002862609,0.000001737658,0.001650719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003831546,"threshold_uncertainty_score":0.007618487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333575466711685,"score_gpt":0.2550210139101416,"score_spread":0.2416852592430248,"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."}}