{"id":"W4414568201","doi":"10.1016/j.ijscr.2025.111992","title":"Optimizing proximal fibula tumor resection: “The open door technique” for better surgical access and outcomes - A case series","year":2025,"lang":"en","type":"article","venue":"International Journal of Surgery Case Reports","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurovascular bundle; Orthopedic surgery; Fibula; Series (stratigraphy); Orthopedic Procedures","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":[0.001141515,0.0001404236,0.0004352742,0.0002859287,0.000144279,0.0003027122,0.00008509977,0.00004725663,0.0000541562],"category_scores_gemma":[0.0004387123,0.00008601102,0.0002606311,0.000112607,0.00006876161,0.0004638071,0.0001922888,0.0001595505,1.313349e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361621,"about_ca_system_score_gemma":0.0002761407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321109,"about_ca_topic_score_gemma":0.00002817073,"domain_scores_codex":[0.9984928,0.00004981802,0.0008233899,0.0001936947,0.0003020425,0.0001382049],"domain_scores_gemma":[0.9977384,0.0008241011,0.0005306647,0.0001686058,0.0006499416,0.00008829623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0006257708,0.0002174322,0.2601638,0.0000312021,0.000575823,0.7311403,0.00002792656,0.000004835408,0.00002229238,0.00006093274,0.003468464,0.003661227],"study_design_scores_gemma":[0.0007429692,0.00007395347,0.007616458,0.0003961399,0.0001915002,0.970064,0.00008523689,0.0000139543,0.004372868,0.0004538953,0.01590997,0.00007904689],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760929,0.0006351824,0.0003448258,0.02080835,0.001039917,0.000777706,0.00001478671,0.00001079596,0.0002755848],"genre_scores_gemma":[0.9959385,0.00005983233,0.002642148,0.0006281412,0.0002489634,0.000225135,0.000006859378,0.0000132169,0.0002372078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525473,"threshold_uncertainty_score":0.3507428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05429179010162132,"score_gpt":0.3851384874548118,"score_spread":0.3308466973531904,"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."}}