{"id":"W4297457662","doi":"10.1093/jjco/hyac152","title":"International variations in soft tissue sarcoma incidence in children and adolescents","year":2022,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Soft tissue sarcoma; Soft tissue; Sarcoma; Pediatrics; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531978,0.00006463042,0.000458272,0.0001714041,0.00003515701,0.000005170678,0.0001292899,0.00006176058,0.0003235856],"category_scores_gemma":[0.0009599891,0.00005376065,0.00007648491,0.0001352095,0.00005728241,0.00007551059,0.0001159319,0.0005195309,0.000007024327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001751196,"about_ca_system_score_gemma":0.0001910541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163482,"about_ca_topic_score_gemma":0.0001184402,"domain_scores_codex":[0.9982521,0.00029148,0.0009420332,0.0001348347,0.0002603664,0.0001191879],"domain_scores_gemma":[0.9987321,0.0006350167,0.0003561965,0.00008304285,0.00007016172,0.0001234992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005513624,0.003082724,0.9178127,0.000001510109,0.00004553714,0.0005971395,0.0003968266,0.00004792052,0.00005114643,0.00002654797,0.00008537712,0.07730122],"study_design_scores_gemma":[0.008039463,0.001519895,0.9860932,0.00003506337,0.00003402599,0.002120142,0.0001878092,0.0002160334,0.000003929779,0.0002602217,0.001448321,0.0000418472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910805,0.0001928476,0.0000133823,0.008095773,0.0002651177,0.0001621938,0.000001849343,0.00000302773,0.0001853472],"genre_scores_gemma":[0.9973886,0.0001785371,0.0009788435,0.001258455,0.0001628149,0.00001001298,0.00000356747,0.000005216688,0.00001394368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07725937,"threshold_uncertainty_score":0.3543035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250353807337914,"score_gpt":0.4179232323288976,"score_spread":0.3754196942555185,"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."}}