{"id":"W4255813817","doi":"10.14740/jmc2469w","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lipomatosis; Etiology; Disease; Dermatology; Rare disease; Alcohol abuse; Pediatrics; Incidence (geometry); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001722896,0.0007033632,0.000593274,0.00114623,0.0007054143,0.0007708586,0.0005026571,0.001208568,0.004354434],"category_scores_gemma":[0.001109076,0.0003094058,0.0003181594,0.0008350548,0.0007297756,0.001282202,0.0008471648,0.001118201,0.001032544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545392,"about_ca_system_score_gemma":0.000318533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007196787,"about_ca_topic_score_gemma":0.000759206,"domain_scores_codex":[0.9997094,0.00002879717,0.00003461584,0.00007756344,0.00007350306,0.00007614429],"domain_scores_gemma":[0.9996167,0.0001244154,0.0001231022,0.00002548851,0.00002878445,0.00008136557],"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":[0.0000801913,0.00003630088,0.02044427,0.000285671,0.00002376818,0.9511944,0.0002304061,0.000189468,0.00690047,0.0009973818,0.001113819,0.0185039],"study_design_scores_gemma":[0.000009334314,0.00001703252,0.003965013,0.00004133618,0.000009488128,0.992724,0.0000901309,0.0001324088,0.0007030982,0.0004900409,0.001811974,0.00000609825],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752843,0.05904591,0.01057275,0.00426043,0.0008299556,0.0002463853,0.0004753465,0.0003912169,0.04889375],"genre_scores_gemma":[0.9906494,0.004511976,0.001272417,0.0004879912,0.0005016578,0.00001800414,0.00008160104,0.00001998229,0.002457001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004354434,"threshold_uncertainty_score":0.01456708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069776515190311,"score_gpt":0.2935343220578049,"score_spread":0.2628365569059018,"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."}}