{"id":"W3014985437","doi":"10.1148/rg.2020190119","title":"MRI of Rhabdomyosarcoma and Other Soft-Tissue Sarcomas in Children","year":2020,"lang":"en","type":"review","venue":"Radiographics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Rhabdomyosarcoma; Soft tissue; Radiology; Sarcoma; Soft tissue sarcoma; Pathology","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":[0.000167805,0.0005164452,0.002703923,0.0008296178,0.00003124045,0.00001694435,0.0001706325,0.0003849564,0.00003614373],"category_scores_gemma":[0.00004172872,0.0003986263,0.0006296855,0.001275267,0.0001989027,0.00002870034,0.00007818606,0.0004695102,0.00001019146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005174379,"about_ca_system_score_gemma":0.000143673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173718,"about_ca_topic_score_gemma":0.00002184563,"domain_scores_codex":[0.9979436,0.0001352238,0.0007485163,0.0005574786,0.0003050602,0.000310096],"domain_scores_gemma":[0.9986908,0.0002453874,0.000297969,0.0005100406,0.00002838201,0.0002273643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001107388,0.0003967995,0.199552,0.004053732,0.0008733445,0.0001687785,0.00005413913,3.545642e-8,1.801831e-7,0.0005470532,0.0003095446,0.7940333],"study_design_scores_gemma":[0.001236504,0.0002644066,0.01355397,0.007933143,0.002300088,0.0008294231,0.000007138438,0.000002574836,0.000002859378,0.00006602241,0.9734935,0.0003103417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003765419,0.9972575,0.000009220305,0.000186551,0.00005202175,0.001671533,0.0001454111,0.00004389471,0.0002573424],"genre_scores_gemma":[0.0008450963,0.9976857,0.0008255087,0.0001523324,0.0001441142,0.0001308767,0.0001015882,0.0001018218,0.00001295956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.973184,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898585797230202,"score_gpt":0.3203757303264073,"score_spread":0.2913898723541053,"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."}}