{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008478553,0.0009646826,0.0009955757,0.002255184,0.001916953,0.00426031,0.001059603,0.00208887,0.1955079],"category_scores_gemma":[0.004875873,0.0003340728,0.001161809,0.001788814,0.0005207575,0.002414342,0.00169504,0.002933551,0.08303627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232314,"about_ca_system_score_gemma":0.001719562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005289326,"about_ca_topic_score_gemma":0.007332233,"domain_scores_codex":[0.9987605,0.0001228238,0.0001217272,0.000245263,0.0005165702,0.0002331714],"domain_scores_gemma":[0.99809,0.000293795,0.0002482522,0.0002229707,0.0007093704,0.0004356667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133774,0.00009615225,0.004589596,0.0007096811,0.00004149113,0.003924144,0.0001873568,0.00006610275,0.0007959239,0.004808884,0.7223119,0.2623349],"study_design_scores_gemma":[0.00003368186,0.0000512214,0.004172056,0.001299371,0.00005042084,0.01578612,0.0002685834,0.0001154085,0.000485423,0.003257673,0.9744498,0.00003039167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01147998,0.1342721,0.006222056,0.04852017,0.0250618,0.0007011712,0.0138019,0.003581632,0.7563593],"genre_scores_gemma":[0.1199075,0.1309655,0.008024504,0.03029307,0.00995768,0.0004858875,0.02088201,0.001160793,0.6783231],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1955079,"threshold_uncertainty_score":0.654039,"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."}}