{"id":"W3111733467","doi":"10.21203/rs.3.rs-125437/v1","title":"Prognostic Value of Muscle Mass Measured via Brain Computed Tomography in Neurocritically Ill Patients","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Samsung","keywords":"Computed tomography; Value (mathematics); Medicine; Tomography; Nuclear medicine; Radiology; Mathematics; Statistics","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":[0.0003789829,0.0002832618,0.0003444935,0.0006749838,0.0002733406,0.0005280974,0.0003692185,0.0004119953,0.001172022],"category_scores_gemma":[0.002924942,0.0001480878,0.0002557278,0.0007544923,0.0002767319,0.0003821143,0.0003392856,0.0005481226,0.0001456129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284198,"about_ca_system_score_gemma":0.0003076043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832476,"about_ca_topic_score_gemma":0.002388636,"domain_scores_codex":[0.9997037,0.00006549067,0.00005875844,0.0000633369,0.00005365571,0.00005511108],"domain_scores_gemma":[0.9976513,0.0003241675,0.001507621,0.0000494665,0.0001659477,0.0003015362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005001089,0.000008138268,0.9994928,0.000006012962,0.00001527959,0.00005266413,0.000008109819,0.00001667226,0.00005132362,0.000004111008,0.00002587069,0.0002689809],"study_design_scores_gemma":[0.000004812528,0.00007560805,0.9991131,0.00001269665,0.000019801,0.0003052761,0.00008585083,0.0002630264,0.00004668987,0.00002133412,0.00004892435,0.000002774382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991851,0.0003100834,0.0000382595,0.00007115517,0.00000729379,0.000004072662,0.0001881671,0.000001241258,0.0001946392],"genre_scores_gemma":[0.9995995,0.00009656274,0.0000497698,0.00002019451,0.00001947408,0.000004869366,0.0001838948,4.52385e-7,0.0000253666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001832476,"threshold_uncertainty_score":0.003920853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09777741106512175,"score_gpt":0.4109597707209021,"score_spread":0.3131823596557803,"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."}}