{"id":"W2103520707","doi":"10.1177/0148607114550189","title":"Lean Tissue Imaging","year":2014,"lang":"en","type":"review","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Baxter Healthcare Corporation","keywords":"Lean body mass; Magnetic resonance imaging; Medicine; Body mass index; Body water; Lean tissue; Radiology; Medical physics; Body weight; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702311,0.0002746787,0.00138125,0.0004087524,0.00004825968,0.00006118576,0.000100804,0.00009806137,0.00004422219],"category_scores_gemma":[0.00001819331,0.0002004205,0.0004524435,0.00008653737,0.00004081344,0.0001734753,0.00003454153,0.0004754722,0.000008648418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129318,"about_ca_system_score_gemma":0.00003355982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002528444,"about_ca_topic_score_gemma":4.068496e-7,"domain_scores_codex":[0.9983223,0.00009540532,0.000918099,0.0001668083,0.000325313,0.0001720743],"domain_scores_gemma":[0.9988071,0.00002720844,0.0006661328,0.0001247556,0.0002052609,0.0001695388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000973666,0.0003898001,0.0001409687,0.02388576,0.0001530707,0.0001800261,0.00002330119,1.343224e-8,0.0001758017,0.0000351483,0.02725694,0.9476618],"study_design_scores_gemma":[0.000967123,0.0005455167,0.00002341522,0.07841435,0.0007842268,0.005237401,0.000005142131,0.000004241293,0.0000368494,0.0001554283,0.9136786,0.0001476739],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001486214,0.9975598,0.0009173194,0.0003592129,0.0004085358,0.0004085699,0.00001108098,0.0000357085,0.0001511726],"genre_scores_gemma":[0.00152379,0.9951553,0.001570708,0.000202161,0.001346843,0.00001416796,0.00008982248,0.00003072266,0.00006649992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9475141,"threshold_uncertainty_score":0.817291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202269117597125,"score_gpt":0.3745532747465652,"score_spread":0.332530583570594,"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."}}