{"id":"W2793093612","doi":"10.1002/9781118993880.ch2.7","title":"Advanced imaging techniques for assessment of undernutrition","year":2018,"lang":"en","type":"other","venue":"","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bioelectrical impedance analysis; Magnetic resonance imaging; Medicine; Medical physics; Clinical Practice; Radiology; Pathology; Physical therapy; Body mass index","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001814329,0.0001728836,0.0003670586,0.0003392216,0.00001631287,0.000006206111,0.00007690595,0.0001380537,0.001517348],"category_scores_gemma":[0.00001324616,0.0001562189,0.0001198476,0.00007201058,0.00007549061,0.00002686231,0.00002170372,0.00007135336,0.000004648801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195413,"about_ca_system_score_gemma":0.00008265424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526738,"about_ca_topic_score_gemma":0.000006888038,"domain_scores_codex":[0.999108,0.00001646335,0.0002441492,0.000238412,0.0002651104,0.0001278962],"domain_scores_gemma":[0.9991736,0.00001665833,0.0002197185,0.0003251616,0.0002241361,0.0000406734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002631768,0.0001647181,0.0003156552,0.0007630141,0.00005765824,0.000001048374,0.000001343716,2.600046e-9,0.06427015,0.002052912,0.9243515,0.007995746],"study_design_scores_gemma":[0.000866067,0.0005254601,0.0001287904,0.003189848,0.0001685928,0.000009581398,0.00001114984,0.00005856761,0.1755673,0.001025869,0.8182359,0.0002128581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000002155063,0.00009993141,0.3384211,0.0002853847,0.00005568166,0.00154887,0.00001786166,0.0009541708,0.6586148],"genre_scores_gemma":[0.002598412,0.0001181932,0.7582251,0.0002937454,0.0003365842,0.0003289718,0.000194342,0.0003260807,0.2375786],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4210362,"threshold_uncertainty_score":0.9993954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360651890801793,"score_gpt":0.3789846049951196,"score_spread":0.3453780860871017,"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."}}