{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404574,0.00007031186,0.0001868571,0.00005481792,0.00004151797,0.000003116861,0.00002463406,0.00005905145,0.0001112891],"category_scores_gemma":[0.0001530745,0.00005813095,0.00007076091,0.00004716505,0.00003595011,0.00001771463,0.00000523679,0.0001096109,0.00005499499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002390887,"about_ca_system_score_gemma":0.00005345702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181066,"about_ca_topic_score_gemma":8.684263e-7,"domain_scores_codex":[0.9994496,0.00005055952,0.000110814,0.0001499279,0.00004057756,0.0001985565],"domain_scores_gemma":[0.9994665,0.00007386257,0.00001873513,0.0002127722,0.00001807948,0.0002100281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002202665,0.0005191968,0.2236138,0.0001027385,0.0001907891,0.4487272,0.0004526335,0.00006024067,0.00958082,0.008440681,0.1747822,0.1313271],"study_design_scores_gemma":[0.004273611,0.0009754552,0.7248461,0.0001169871,0.0004424059,0.1602173,0.00009698603,0.003562151,0.0002796174,0.002305423,0.1022274,0.0006565942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898795,0.001120866,0.0001009855,0.004703441,0.0002207423,0.00007594698,0.000002207561,0.00009169634,0.003804617],"genre_scores_gemma":[0.9947421,0.0000307372,0.0001740234,0.002536633,0.0007648495,0.000002820772,0.000009292243,0.000005903442,0.001733654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5012323,"threshold_uncertainty_score":0.2370511,"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."}}