{"id":"W4294921523","doi":"10.1002/pbc.29944","title":"Imaging of pediatric extremity soft tissue tumors: A COG Diagnostic Imaging Committee/SPR Oncology Committee White Paper","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Soft tissue; Rhabdomyosarcoma; Cog; Pediatric oncology; Soft tissue sarcoma; Radiology; Medical physics; Pathology; Sarcoma; Cancer; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009562429,0.0006126723,0.0006559945,0.003170518,0.001098869,0.002114803,0.001807273,0.002097473,0.003367652],"category_scores_gemma":[0.01411578,0.0005419881,0.0007742433,0.001651906,0.001141375,0.001388744,0.00151085,0.003932356,0.002636538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294089,"about_ca_system_score_gemma":0.01231818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485928,"about_ca_topic_score_gemma":0.02148872,"domain_scores_codex":[0.9959687,0.0009793104,0.0008398353,0.0002473792,0.001598,0.0003667155],"domain_scores_gemma":[0.978492,0.002692498,0.002484495,0.0007423828,0.01331893,0.002269604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197339,0.0001972893,0.02939308,0.0005854019,0.00009320308,0.002072261,0.0002719426,0.001099124,0.003257741,0.003584527,0.7351522,0.2241735],"study_design_scores_gemma":[0.00008730187,0.0002501056,0.04681854,0.00445862,0.000146076,0.009261614,0.0007000591,0.001674758,0.004123575,0.002668793,0.9297386,0.00007207094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06977958,0.0846252,0.05035459,0.4470254,0.02470848,0.003522718,0.006830058,0.001661771,0.3114922],"genre_scores_gemma":[0.3542541,0.1486015,0.2362394,0.1186272,0.0220663,0.002552252,0.03298533,0.001548444,0.08312551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009562429,"threshold_uncertainty_score":0.05057156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403712793463042,"score_gpt":0.2861649103024886,"score_spread":0.2721277823678582,"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."}}