{"id":"W2098833564","doi":"10.1148/radiol.2503071024","title":"Case 143: Madelung Disease","year":2009,"lang":"en","type":"article","venue":"Radiology","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Surgery","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":[0.0008322285,0.004442907,0.0026334,0.008023083,0.009018971,0.004785025,0.004534272,0.02398043,0.0188867],"category_scores_gemma":[0.007311221,0.002292408,0.004073326,0.005194454,0.003913886,0.005192638,0.005545111,0.008479272,0.005806101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004077429,"about_ca_system_score_gemma":0.002379759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102337,"about_ca_topic_score_gemma":0.006088497,"domain_scores_codex":[0.998008,0.0001717084,0.0002596874,0.00035256,0.0003827822,0.0008253297],"domain_scores_gemma":[0.9959474,0.001235026,0.0007184373,0.0006445382,0.0002539079,0.001200671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002148338,0.00001291494,0.0007824803,0.0000185473,0.000005356686,0.9981098,0.00003602888,0.00004250365,0.0001476416,0.0002634923,0.000195341,0.0003644847],"study_design_scores_gemma":[0.00001678275,0.00002446964,0.001381848,0.00001715175,0.00001210563,0.9963247,0.00007139844,0.0001456178,0.00028311,0.0003450827,0.001366718,0.00001093375],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7379638,0.01339866,0.00881551,0.03114492,0.00809493,0.001034559,0.002544741,0.001315925,0.1956869],"genre_scores_gemma":[0.9686105,0.001890361,0.003813426,0.003693302,0.006582491,0.0001449064,0.0004982508,0.0002463877,0.01452032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398043,"threshold_uncertainty_score":0.06318235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852479558404876,"score_gpt":0.2682532152950855,"score_spread":0.2497284197110367,"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."}}