{"id":"W4416777267","doi":"10.1002/jso.70150","title":"Two‐Incision Approach for Internal Hemipelvectomy","year":2025,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Hemipelvectomy; Neurovascular bundle; Seroma; Wound dehiscence; Dehiscence; Soft tissue; Complication","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":[0.000259154,0.000889331,0.0005427894,0.0009859772,0.000394471,0.0008095307,0.0005045458,0.0004329708,0.01344019],"category_scores_gemma":[0.0003985815,0.0001741382,0.000996443,0.0004588149,0.0003855299,0.0009965384,0.0007590471,0.001191245,0.002950866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133582,"about_ca_system_score_gemma":0.0006165595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977492,"about_ca_topic_score_gemma":0.0007374679,"domain_scores_codex":[0.9997399,0.0000157135,0.0000300653,0.00006859686,0.00006925622,0.00007647943],"domain_scores_gemma":[0.9998208,0.00002113029,0.00004850167,0.00002692018,0.00001058366,0.00007204549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002057267,0.002010172,0.04501179,0.002162035,0.0005594769,0.06241002,0.0006197515,0.001859102,0.09454975,0.004095952,0.01692778,0.767737],"study_design_scores_gemma":[0.0006461674,0.004731156,0.0889482,0.0009758065,0.000471165,0.7760546,0.0005175441,0.003686053,0.01588375,0.004696973,0.1031587,0.0002298974],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7066084,0.04225281,0.1469246,0.0025436,0.003511424,0.000944973,0.001477611,0.002540333,0.09319627],"genre_scores_gemma":[0.9241382,0.01091157,0.04162567,0.002484003,0.001617058,0.000303392,0.001858258,0.0002259334,0.01683596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344019,"threshold_uncertainty_score":0.04496193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315760217093211,"score_gpt":0.3728804215880638,"score_spread":0.3413043998787427,"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."}}