{"id":"W2612450492","doi":"10.1002/jcsm.12206","title":"Muscle mass and association to quality of life in non‐small cell lung cancer patients","year":2017,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Haukeland Universitetssjukehus; Helse Sør-Øst RHF; University of Alberta; Alberta Cancer Foundation; Les Laboratories Pierre Fabre","keywords":"Medicine; Sarcopenia; Lung cancer; Internal medicine; Quality of life (healthcare); Hounsfield scale; Wasting; Linear regression; Performance status; Cancer; Physical therapy; Gastroenterology; Surgery; Computed tomography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007984929,0.0002392419,0.0005115613,0.0004944694,0.0001852973,0.0004957389,0.0002801325,0.0004130799,0.001880766],"category_scores_gemma":[0.003149604,0.0001489503,0.0005491973,0.0007352806,0.0002131424,0.0002803622,0.0003304421,0.0004703155,0.0001534514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102871,"about_ca_system_score_gemma":0.0001557002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095757,"about_ca_topic_score_gemma":0.001372406,"domain_scores_codex":[0.9996262,0.0001561916,0.00004281323,0.00007142137,0.00005338308,0.00005009117],"domain_scores_gemma":[0.9975107,0.0008444897,0.001032635,0.00009220142,0.0001558927,0.0003640462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003409841,0.00003156371,0.9980964,0.00001950378,0.0001337931,0.00002105703,0.0000121529,0.0000933637,0.00009719461,0.000005685622,0.0000658659,0.001082465],"study_design_scores_gemma":[0.00002349818,0.0002054731,0.9991191,0.000004171743,0.00004989517,0.00005329726,0.00001839692,0.0004015411,0.00002890441,0.00001911358,0.00007444347,0.000002162048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998678,0.0006128721,0.00005155826,0.00006540351,0.000006499478,0.000005287279,0.0003952873,0.000002814895,0.0001822216],"genre_scores_gemma":[0.9994704,0.00007637843,0.00003522662,0.00001812993,0.00001016852,0.000006908337,0.0003130703,7.72299e-7,0.00006900873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001880766,"threshold_uncertainty_score":0.006291807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738569240612415,"score_gpt":0.3585537110258541,"score_spread":0.3211680186197299,"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."}}