{"id":"W4416755973","doi":"10.7759/cureus.97970","title":"Management of Severe Riga-Fede Disease in a Child With MIRAGE Syndrome","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Oral and Craniofacial Lesions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Disease; Intervention (counseling); Tongue; Soft tissue; Otorhinolaryngology; Rare disease; Congenital disorder; Oral cavity; Genetic disorder","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":[],"consensus_categories":[],"category_scores_codex":[0.0000899136,0.00009596353,0.0001731027,0.00007773696,0.0002299156,0.000002683389,0.0001441745,0.00005662335,0.0004012538],"category_scores_gemma":[0.000009537412,0.0000712933,0.00003263944,0.0004307647,0.00003296894,0.00005520925,0.0001175142,0.0002182955,0.00007868958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000874076,"about_ca_system_score_gemma":0.0001096213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120072,"about_ca_topic_score_gemma":0.000135494,"domain_scores_codex":[0.9991651,0.00006757325,0.0002318358,0.0001726668,0.0001191873,0.0002436908],"domain_scores_gemma":[0.9995346,0.0000258467,0.0000553245,0.000265706,0.00002965621,0.00008885066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005643395,0.0007465418,0.8588197,0.003676284,0.000219015,0.001802267,0.001416115,0.0001383296,0.00002305816,0.1265185,0.003706915,0.00236893],"study_design_scores_gemma":[0.001258228,0.00004904516,0.9822602,0.003391913,0.00007175258,0.000001799581,0.001850708,0.00002561227,0.000002040643,0.003439277,0.007509097,0.0001403252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187592,0.0004905331,0.00005855524,0.002212279,0.0002234366,0.0007856695,0.00005568854,0.00004834679,0.07736629],"genre_scores_gemma":[0.9881444,0.00006827248,0.000218805,0.0002518769,0.00001287813,0.0001028378,0.000007315663,0.00000837441,0.01118521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234405,"threshold_uncertainty_score":0.4393448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171172536477598,"score_gpt":0.3500035008087515,"score_spread":0.3328862471609917,"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."}}