{"id":"W2344634274","doi":"10.14740/jmc.v7i5.2469","title":"Multiple Symmetrical Lipomatosis: Madelung's Disease","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lipomatosis; Etiology; Disease; Rare disease; Dermatology; Alcohol abuse; Incidence (geometry); Pediatrics; Surgery; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001161566,0.000110612,0.0004018534,0.0002369552,0.00003900459,0.00001285259,0.0001398962,0.0001202312,0.0008117105],"category_scores_gemma":[0.02545885,0.00005515043,0.0003023298,0.0001617344,0.0001118673,0.00008999452,0.00004114206,0.0002761271,0.00004095654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006347319,"about_ca_system_score_gemma":0.0005399301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147949,"about_ca_topic_score_gemma":0.000001594255,"domain_scores_codex":[0.9974289,0.0001032236,0.0005421911,0.0001149423,0.001573957,0.0002367627],"domain_scores_gemma":[0.995642,0.002322558,0.0001753789,0.0001693984,0.0001809498,0.001509712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003222914,0.001139294,0.5078908,0.0001734047,0.0002823639,0.05992538,0.00004170848,4.035057e-7,0.0007805729,0.0001911884,0.2311435,0.1952085],"study_design_scores_gemma":[0.02293776,0.002529252,0.5207364,0.01182956,0.001271682,0.0373866,0.0003224758,0.0006561861,0.002220056,0.000328084,0.3990394,0.0007425473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444516,0.004299947,0.0006699443,0.04963157,0.0006974237,0.00005625123,0.000006135445,0.00003008415,0.0001570875],"genre_scores_gemma":[0.9948084,0.0008510749,0.0001639148,0.001212131,0.002539369,0.000001864374,5.649939e-7,0.00001475711,0.0004078918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194466,"threshold_uncertainty_score":0.9827501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969260673273952,"score_gpt":0.2927188635271691,"score_spread":0.2630262567944296,"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."}}