{"id":"W2068357511","doi":"10.1016/j.ejca.2013.06.026","title":"Body composition and survival in the early clinical trials setting","year":2013,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"NIH Clinical Center","keywords":"Medicine; Internal medicine; Lactate dehydrogenase; Multivariate analysis; Performance status; Cancer; Clinical trial; Prospective cohort study; Survival analysis; Oncology; Gastroenterology; Surgery; Biology","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":[0.0270551,0.0005044148,0.001956448,0.0008256182,0.0007960306,0.002700791,0.0005254816,0.001768878,0.002987414],"category_scores_gemma":[0.05570304,0.0003538455,0.001290221,0.001208655,0.0008259368,0.001875194,0.0012198,0.003034767,0.0004814656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009291428,"about_ca_system_score_gemma":0.001994587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006383379,"about_ca_topic_score_gemma":0.001136566,"domain_scores_codex":[0.9799647,0.01713383,0.000874064,0.0006311635,0.0006493811,0.0007468181],"domain_scores_gemma":[0.9527631,0.03012854,0.009022354,0.00172526,0.002077686,0.004283051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2513709,0.004967825,0.5852708,0.002190873,0.005869722,0.0007225458,0.0003864638,0.001392883,0.002230099,0.002275456,0.009986696,0.1333357],"study_design_scores_gemma":[0.03441056,0.06726561,0.84783,0.001990262,0.009233722,0.002774935,0.0007296941,0.004779224,0.002689584,0.01153869,0.01650657,0.0002512116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330754,0.04808478,0.001497285,0.009017941,0.0005205531,0.000434448,0.001634561,0.00003981147,0.005695254],"genre_scores_gemma":[0.9930843,0.002632826,0.0008487529,0.001573644,0.0004728396,0.0002438609,0.0006725829,0.00001393216,0.000457149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0270551,"threshold_uncertainty_score":0.1430827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647987161708412,"score_gpt":0.4723839788269288,"score_spread":0.3075852626560876,"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."}}