{"id":"W4386748183","doi":"10.60123/j.wjs.2023.20.03","title":"Distal Tibia Endoprosthesis Reconstruction after Resection of Aggressive Bone Tumors: Is it a Reliable Treatment Option?","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amputation; Surgery; Osteosarcoma; Tibia; Cosmesis; Prosthesis; Sarcoma; Retrospective cohort study; Bone Sarcoma; Chondrosarcoma; Soft tissue","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179525,0.0002287652,0.0003384863,0.001045452,0.0002049174,0.0008158086,0.0003752157,0.000738266,0.001439626],"category_scores_gemma":[0.005295155,0.0001743935,0.000294141,0.0008850038,0.0006949403,0.0006835284,0.0003124537,0.0003418216,0.0003726624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145207,"about_ca_system_score_gemma":0.000277267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927101,"about_ca_topic_score_gemma":0.0004536828,"domain_scores_codex":[0.9990336,0.0002432496,0.0001761551,0.00007083335,0.000383201,0.00009293819],"domain_scores_gemma":[0.9949719,0.00180795,0.002489334,0.0001992234,0.0003335245,0.0001980743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002096133,0.00006668606,0.8642601,0.0004852488,0.00009024861,0.0311519,0.0004575822,0.0001794674,0.00326889,0.0002532792,0.0004503911,0.09912661],"study_design_scores_gemma":[0.0000198327,0.0008009285,0.5052958,0.0006006999,0.0001912242,0.4810815,0.001936391,0.0006095252,0.003160441,0.0004047675,0.005873686,0.00002529828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756246,0.02096566,0.001419885,0.0005948013,0.00004702341,0.000009940015,0.00007011554,0.00001454996,0.001253347],"genre_scores_gemma":[0.9940646,0.004959986,0.0005311474,0.00007611703,0.00009569238,0.000004685453,0.00007362945,0.000004509645,0.0001895423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001439626,"threshold_uncertainty_score":0.006238043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436853610354796,"score_gpt":0.2916838331624054,"score_spread":0.2479984721269258,"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."}}