{"id":"W4399205195","doi":"10.2106/jbjs.cc.23.00644","title":"Hip Preservation and Capanna Reconstruction for Pediatric Proximal Femur Ewing Sarcoma","year":2024,"lang":"en","type":"article","venue":"JBJS Case Connector","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcoma; Femoral head; Femur; Surgery; Circumflex; Magnetic resonance imaging; Radiology; Artery","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":[0.0001370079,0.0001386835,0.0001947004,0.0001529776,0.0001030416,0.00007231908,0.00001906743,0.00007894556,0.00006334122],"category_scores_gemma":[0.0001778889,0.0001139534,0.00008937629,0.0001632658,0.00002286183,0.0001943951,0.00001801836,0.00008623543,0.00001214972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009094868,"about_ca_system_score_gemma":0.00007223363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007489031,"about_ca_topic_score_gemma":0.00002285259,"domain_scores_codex":[0.999154,0.0000223141,0.0002044897,0.0003275052,0.000101158,0.0001905866],"domain_scores_gemma":[0.9992899,0.0003413807,0.00003772037,0.0001468321,0.00007583213,0.0001082901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005233099,0.0005782616,0.5451334,0.003344509,0.0005310338,0.008582774,0.001692976,0.000002211123,0.004094702,0.005852311,0.009350498,0.420314],"study_design_scores_gemma":[0.03190473,0.007235096,0.5724519,0.002408155,0.009619927,0.1599278,0.004070919,0.07238,0.04916144,0.007547765,0.08038981,0.002902449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900895,0.006359398,0.0001275544,0.00158331,0.0004818552,0.001032791,0.00004982965,0.0001468598,0.0001288511],"genre_scores_gemma":[0.996874,0.0001162105,0.001463811,0.0001120823,0.0008343856,0.0003469872,0.00004141685,0.00002976857,0.0001813114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174116,"threshold_uncertainty_score":0.4646884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292920340450165,"score_gpt":0.3018865416510719,"score_spread":0.2589573382465702,"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."}}