{"id":"W3093642357","doi":"10.1177/1093526620968807","title":"Adipocyte-rich <i>CTNNB1</i> -mutated Intramuscular Gardner Fibroma Progressing to Desmoid Fibromatosis","year":2020,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fibromatosis; Immunohistochemistry; Aggressive fibromatosis; Biopsy; Pathology; Pathogenesis; Fibroma; Intramuscular fat; Biology; Soft tissue; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001305155,0.000313256,0.0005612769,0.0001586077,0.0001930148,0.00002871924,0.00008731389,0.0001273436,0.0001226537],"category_scores_gemma":[0.0003913951,0.0002806398,0.00006316702,0.0006725764,0.0001165637,0.0000754502,0.000283925,0.0002149425,0.0003389459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000726365,"about_ca_system_score_gemma":0.0001546133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005274872,"about_ca_topic_score_gemma":0.000001228041,"domain_scores_codex":[0.9981305,0.00006140432,0.000420212,0.0006173243,0.0002637228,0.0005068617],"domain_scores_gemma":[0.9991229,0.00009144634,0.00008095082,0.0001233561,0.00008037136,0.0005009402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005978526,0.0001675449,0.9343905,0.0007111941,0.0001948093,0.006643857,0.009747484,0.000002574028,0.01265829,0.00002274704,0.02029823,0.01456491],"study_design_scores_gemma":[0.006334834,0.002473548,0.9455293,0.0001396084,0.0009947259,0.009895038,0.003159663,0.00006763863,0.01645322,0.00007933858,0.01335238,0.001520655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919667,0.003643535,0.000193177,0.00202123,0.0001375557,0.00057776,0.00001143816,0.0002698587,0.001178752],"genre_scores_gemma":[0.9657,0.0002564311,0.03037535,0.003043936,0.0003424488,0.00008374074,0.00004166617,0.00004920665,0.0001072305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018217,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983322361308302,"score_gpt":0.25041557679097,"score_spread":0.230582353177887,"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."}}