{"id":"W4377971688","doi":"10.2106/jbjs.st.22.00011","title":"Reconstructive Allograft Preparation for Long Bone Intercalary Segments After Tumor Resections","year":2023,"lang":"en","type":"article","venue":"JBJS Essential Surgical Techniques","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Medullary cavity; Intramedullary rod; Cancellous bone; Surgery; Nonunion; Transplantation; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006134868,0.000810996,0.0004206815,0.00112772,0.0005444727,0.0004775745,0.0005864553,0.0004102832,0.005991713],"category_scores_gemma":[0.0006636303,0.0002160639,0.0004125878,0.0003792202,0.0004316208,0.0004379623,0.0005178924,0.0005757784,0.001635968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761811,"about_ca_system_score_gemma":0.0007192152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006920755,"about_ca_topic_score_gemma":0.001608749,"domain_scores_codex":[0.9997237,0.00002448438,0.00003782455,0.00003124934,0.0001266162,0.00005613281],"domain_scores_gemma":[0.9996024,0.00009485512,0.0001125389,0.00006951408,0.0000455634,0.00007523104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003514689,0.0008891363,0.03665207,0.001710486,0.0001507175,0.02565811,0.001150967,0.003893278,0.7276501,0.0007021188,0.001209525,0.1968187],"study_design_scores_gemma":[0.0003692312,0.02281627,0.1856381,0.0004741585,0.0003362082,0.3394768,0.001119487,0.007824246,0.4048963,0.0009660129,0.0359573,0.0001259076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971631,0.003125024,0.02024152,0.0001210795,0.00009397129,0.0002875672,0.0002818699,0.0004548297,0.003763263],"genre_scores_gemma":[0.9706858,0.00132223,0.02437987,0.0001194349,0.00005292692,0.0001320247,0.0006974438,0.0001243588,0.002485871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005991713,"threshold_uncertainty_score":0.02004433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830027436912142,"score_gpt":0.3440542011886203,"score_spread":0.3257539268194989,"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."}}