{"id":"W2021929534","doi":"10.1371/journal.pone.0029330","title":"Body Composition, Symptoms, and Survival in Advanced Cancer Patients Referred to a Phase I Service","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institutes of Health","keywords":"Sarcopenia; Medicine; Sarcopenic obesity; Overweight; Body mass index; Internal medicine; Cancer; Confidence interval; Geriatric oncology; Physical therapy","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":[0.00009460209,0.00007503425,0.0002149222,0.00009230716,0.00004211898,0.000005066541,0.00002461276,0.00003564695,0.00008820144],"category_scores_gemma":[0.00002445902,0.00007603041,0.000007985781,0.0001869242,0.000007580064,0.0000928817,0.000020887,0.0001126804,0.00002702475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009893732,"about_ca_system_score_gemma":0.00002080763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000923221,"about_ca_topic_score_gemma":0.00005635034,"domain_scores_codex":[0.9992256,0.00002985072,0.0001845633,0.0001243141,0.0001985074,0.0002371433],"domain_scores_gemma":[0.9994259,0.0000304213,0.00003467204,0.00009737682,0.0001358619,0.0002757266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020027,0.01027559,0.9164852,0.001096494,0.00005369203,0.000002796111,0.001497942,3.696176e-7,0.06768838,0.0000765713,0.0002532872,0.001549665],"study_design_scores_gemma":[0.01635345,0.000559243,0.9658423,0.00245983,0.0001109655,0.000001651719,0.000110674,0.0002075527,0.01241541,0.00002093633,0.001706795,0.0002111935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942853,0.0003335624,0.000004824393,0.004351573,0.0000953956,0.0004920187,0.00003076546,0.00003728213,0.0003692955],"genre_scores_gemma":[0.993803,0.0001022218,0.0009772484,0.004743636,0.0001395281,0.00009362445,0.00007491483,0.00001363638,0.0000522427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05527297,"threshold_uncertainty_score":0.310043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07301803392096887,"score_gpt":0.3609258466509224,"score_spread":0.2879078127299536,"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."}}