{"id":"W4245238034","doi":"10.5114/pdia.2015.54750","title":"Madelung disease","year":2015,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106244,0.00008630187,0.0002609433,0.00009443615,0.0000240267,0.000002105675,0.00003782149,0.0000869412,0.00001649586],"category_scores_gemma":[0.000231866,0.00007535932,0.00002323679,0.0000604575,0.0001958692,0.00009605248,0.00003625662,0.0001459409,0.00001840725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001141528,"about_ca_system_score_gemma":0.00007501701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007216287,"about_ca_topic_score_gemma":0.00003979036,"domain_scores_codex":[0.9992931,0.00008228812,0.000166842,0.000188519,0.00004791879,0.0002213321],"domain_scores_gemma":[0.9994763,0.0001378316,0.00002949049,0.0001312644,0.0000256489,0.000199506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006945862,0.00007115879,0.9839041,0.00005638595,0.00001674069,0.002803945,0.0001352809,0.00003302594,0.00001666728,0.00469397,0.001632478,0.00594172],"study_design_scores_gemma":[0.007097514,0.0001772117,0.3952295,0.0001650497,0.00007287963,0.006717584,0.0005246511,0.00227529,0.0001364283,0.02603999,0.5610678,0.0004960871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487254,0.03714182,0.0001362083,0.00688582,0.000411113,0.00008587383,7.693716e-7,0.00005063682,0.006562351],"genre_scores_gemma":[0.9960643,0.001917314,0.0003278082,0.001320802,0.00007786088,0.00001586216,0.000006658133,0.000006714616,0.0002626929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5886745,"threshold_uncertainty_score":0.3073064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677016660987628,"score_gpt":0.2909770563723327,"score_spread":0.2742068897624564,"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."}}