{"id":"W4415430721","doi":"10.2340/actadv.v105.44322","title":"Euthyroid Pretibial Mucinous Dermatoses: A Systematic Review of Current Evidence and the Controversy Surrounding Their Classification","year":2025,"lang":"en","type":"review","venue":"Acta Dermato Venereologica","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Euthyroid; Current (fluid); MEDLINE","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00103537,0.0005600844,0.004767578,0.0001612382,0.0001367051,0.0000573626,0.0005011735,0.0002374823,0.00002896758],"category_scores_gemma":[0.008638221,0.0002737545,0.0009948886,0.0004524991,0.0003819097,0.0001122137,0.0002431414,0.0003944858,0.000009824992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188902,"about_ca_system_score_gemma":0.000620469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005547216,"about_ca_topic_score_gemma":5.056551e-7,"domain_scores_codex":[0.995714,0.001405208,0.001619817,0.0005244226,0.0003902184,0.0003463019],"domain_scores_gemma":[0.9902657,0.006694367,0.001556203,0.001119011,0.0002174387,0.0001472942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003327601,0.0000879059,0.00007722845,0.9836353,0.0003379328,0.000008663974,0.0000471347,9.85104e-9,9.0555e-7,0.001035636,0.001615537,0.01312049],"study_design_scores_gemma":[0.0006729283,0.00003832088,0.00003779578,0.9552097,0.0111509,0.0002588597,0.00007025251,0.00002245558,0.000002327015,0.00007783042,0.03221507,0.0002435459],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006161811,0.992322,0.00001562144,0.0004428632,0.0002121761,0.006452187,0.00006016131,0.00006350829,0.0003698371],"genre_scores_gemma":[0.0150277,0.9828955,0.00001293534,0.0008056988,0.00007796362,0.001000953,0.0001148814,0.00002559162,0.00003877062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03059953,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08011053254478892,"score_gpt":0.3713329135560507,"score_spread":0.2912223810112619,"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."}}