{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006144529,0.0001348987,0.0002732555,0.000488841,0.0003208028,0.0003812596,0.000135784,0.0002644289,0.001116695],"category_scores_gemma":[0.002744204,0.0001172431,0.0002153154,0.0005943771,0.0002158889,0.0002865567,0.000275276,0.0003610358,0.0001206888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529953,"about_ca_system_score_gemma":0.0002921938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563006,"about_ca_topic_score_gemma":0.00216344,"domain_scores_codex":[0.9997343,0.0001032674,0.0000265413,0.00003415017,0.00005578609,0.00004588694],"domain_scores_gemma":[0.9980148,0.0004727567,0.0009319724,0.00003006754,0.0001791584,0.0003711332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844259,0.00003170037,0.9980451,0.000007406848,0.00001615768,0.00003539742,0.00003393643,0.00003867798,0.0001010705,0.000003975925,0.0001222151,0.001380035],"study_design_scores_gemma":[0.00003268829,0.0004727122,0.9986168,0.00001321098,0.00002175067,0.0002524156,0.0001173406,0.0002598894,0.00004963371,0.00001268148,0.0001481318,0.000002733086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993182,0.000309228,0.00002958261,0.00006312304,0.000003827758,0.000008496057,0.00009198434,0.000002147708,0.0001734288],"genre_scores_gemma":[0.9995816,0.0001006465,0.00003811154,0.00004423066,0.00001059229,0.000008198016,0.0001858173,8.372845e-7,0.00002986019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001563006,"threshold_uncertainty_score":0.003735721,"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."}}