{"id":"W2118240638","doi":"10.1001/jama.2013.278481","title":"Acute Skeletal Muscle Wasting in Critical Illness","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2060,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Wasting; Skeletal muscle; Intensive care unit; Prospective cohort study; Critical illness; Critically ill; Internal medicine","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":[0.0003205729,0.0003584904,0.0003080331,0.0003257835,0.0003507219,0.0003104391,0.000189554,0.0002925896,0.0009849323],"category_scores_gemma":[0.001334789,0.0001035167,0.0001603668,0.0003528979,0.0004350182,0.0003455482,0.0004303579,0.0004351441,0.0001219616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184537,"about_ca_system_score_gemma":0.0002609967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057434,"about_ca_topic_score_gemma":0.001571857,"domain_scores_codex":[0.9997684,0.0000698225,0.00002572639,0.00003589181,0.00005272646,0.00004742492],"domain_scores_gemma":[0.9992208,0.00009544783,0.000446896,0.00002021308,0.0000703336,0.0001462439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003663145,0.00004012853,0.989067,0.00006694665,0.00003146083,0.000660437,0.00009617892,0.00009845335,0.00359982,0.00001750808,0.0001604339,0.005795316],"study_design_scores_gemma":[0.000004507131,0.0003841406,0.9977463,0.0000192113,0.00001016924,0.00129988,0.0001224198,0.0001083512,0.0001820098,0.00002172,0.0000988639,0.000002463144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987453,0.000663617,0.000143961,0.00008428335,0.000009981219,0.00001851961,0.00006683774,0.000004264217,0.0002631602],"genre_scores_gemma":[0.9993612,0.0002482611,0.000152288,0.00003396155,0.0000235602,0.000007819289,0.0001156813,8.119472e-7,0.00005641643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001057434,"threshold_uncertainty_score":0.003294945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703697214201422,"score_gpt":0.3679246287850148,"score_spread":0.3308876566430005,"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."}}