{"id":"W4405847696","doi":"10.6004/jnccn.2024.7063","title":"Optimizing Ewing Sarcoma and Osteosarcoma Biopsy Acquisition: A Children’s Oncology Group Bone Tumor Committee Consensus Statement","year":2024,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Sarcoma; Osteosarcoma; Biopsy; Tissue bank; Ewing's sarcoma; Oncology; Internal medicine; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003075764,0.0002173614,0.0004953479,0.0001482853,0.0002360423,0.0000751249,0.0001140003,0.0000632405,0.00009343317],"category_scores_gemma":[0.00003391736,0.0001447919,0.0002664851,0.0003150532,0.0001508509,0.00007713128,0.0001224307,0.000436057,0.000004211311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008460582,"about_ca_system_score_gemma":0.0003386139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000213674,"about_ca_topic_score_gemma":0.000006576658,"domain_scores_codex":[0.9980017,0.0001859661,0.0006601452,0.0002222157,0.0006581675,0.0002717824],"domain_scores_gemma":[0.997937,0.0007621333,0.0003797876,0.0001113131,0.0006570262,0.0001527719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005441573,0.002745149,0.2970006,0.0008866768,0.01490896,0.00813653,0.003161876,0.02947313,0.01071451,0.01282422,0.5246162,0.09009049],"study_design_scores_gemma":[0.01028593,0.00172488,0.8130413,0.005400024,0.001833476,0.03496348,0.0005827877,0.004730715,0.0005854249,0.004491515,0.1218075,0.0005530625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415936,0.1321665,0.00005243621,0.02387079,0.001517701,0.0004830689,0.00005684509,0.00002729752,0.0002317865],"genre_scores_gemma":[0.9870358,0.0009904081,0.004890739,0.005006132,0.001975331,0.00003171801,0.0000106257,0.00002851306,0.00003070826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5160406,"threshold_uncertainty_score":0.5904442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620338451580214,"score_gpt":0.3298568699032511,"score_spread":0.293653485387449,"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."}}