{"id":"W1538212370","doi":"10.1111/j.1532-950x.2011.00820.x","title":"Outcome after Repair of a Sarcoma‐Related Pathologic Fracture in Dogs: A Veterinary Society of Surgical Oncology Retrospective Study","year":2011,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Appendicular skeleton; Sarcoma; Internal fixation; Surgery; Histopathology; Osteosarcoma; Pathologic fracture; Metastasis; Retrospective cohort study; Internal medicine; Pathology; Cancer; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002652795,0.0004313137,0.002083673,0.0005723448,0.00005013695,0.000003432792,0.0002420769,0.0006691754,0.001109204],"category_scores_gemma":[0.0001497182,0.0003683059,0.0009411125,0.0008900143,0.0007118923,0.0001899142,0.0005407971,0.001095271,0.00002486346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401174,"about_ca_system_score_gemma":0.0002745284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424544,"about_ca_topic_score_gemma":0.000005589122,"domain_scores_codex":[0.9950868,0.001165538,0.001676772,0.0008191749,0.000530122,0.0007215238],"domain_scores_gemma":[0.9977002,0.0005273399,0.0004309852,0.0009247981,0.0002312349,0.0001854978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.012858,0.006716712,0.8901663,0.0004740403,0.0003015399,0.07758454,0.004486151,6.212807e-7,0.006081925,0.000002153265,0.0002935855,0.001034461],"study_design_scores_gemma":[0.002670442,0.03794969,0.9399343,0.0001585032,0.00009315562,0.01517111,0.001299412,0.00004303339,0.0000407022,0.00005158643,0.002297553,0.0002905435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961131,0.0005019527,0.000003482796,0.0001955773,0.0002847249,0.001151341,0.00002581946,0.0001430438,0.001580984],"genre_scores_gemma":[0.9975866,0.0001990173,0.001502578,0.0001559259,0.0000495327,0.0002430222,0.00001660901,0.00005966788,0.0001870141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06241344,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139469763101191,"score_gpt":0.3806066884075152,"score_spread":0.2666597120973961,"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."}}