{"id":"W3194328256","doi":"10.1007/s00256-021-03891-9","title":"Mammary-type myofibroblastoma of the thigh mimicking liposarcoma","year":2021,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Liposarcoma; Thigh; Differential diagnosis; Soft tissue; Biopsy; Pathology; Anatomy; Radiology; Sarcoma","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":[0.0001056906,0.0001460152,0.0004450631,0.00005059872,0.00007561272,0.000003725358,0.000152211,0.00009837497,0.0001238139],"category_scores_gemma":[0.0006275405,0.0001033034,0.000179079,0.0003750713,0.0003128511,0.000031503,0.0002335716,0.0002312361,0.00005331475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146183,"about_ca_system_score_gemma":0.0001844459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226587,"about_ca_topic_score_gemma":0.00001275815,"domain_scores_codex":[0.9988956,0.0001362936,0.0002666308,0.0002628384,0.000156761,0.0002818961],"domain_scores_gemma":[0.9989347,0.0002037809,0.00009539664,0.0005335852,0.0001751141,0.0000574097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003759641,0.0003897078,0.1584119,0.000717363,0.001370202,0.003800105,0.002228216,0.00001454918,0.7574224,0.03883463,0.02212685,0.0143081],"study_design_scores_gemma":[0.00346361,0.001539939,0.6833501,0.0003972061,0.0004772005,0.0318436,0.0006885413,0.0001005347,0.1896326,0.002954877,0.08503633,0.0005154943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814006,0.004828339,0.0000457858,0.003716129,0.0008728855,0.0001804278,0.000004215661,0.00006794745,0.00888366],"genre_scores_gemma":[0.9960012,0.0001191956,0.00113916,0.0005815882,0.000241215,0.000005648161,0.000008492905,0.0000203886,0.00188306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5677898,"threshold_uncertainty_score":0.4212592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352204252312687,"score_gpt":0.2617780778506114,"score_spread":0.2482560353274845,"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."}}