{"id":"W4415820283","doi":"10.2106/jbjs.25.00958","title":"What’s New in Musculoskeletal Tumor Surgery","year":2025,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Sinai Health System; University of Toronto","funders":"","keywords":"","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":[0.007029151,0.0006290711,0.001145761,0.002999847,0.001589622,0.005608874,0.001515104,0.006669248,0.01460665],"category_scores_gemma":[0.0233391,0.0005175208,0.001426704,0.00261697,0.005039861,0.01008968,0.001624217,0.01033693,0.003521582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003086934,"about_ca_system_score_gemma":0.004889142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004154653,"about_ca_topic_score_gemma":0.01619049,"domain_scores_codex":[0.9964946,0.000926939,0.0006379727,0.0004032161,0.00116457,0.0003727317],"domain_scores_gemma":[0.9741441,0.01123228,0.002139996,0.0009355042,0.006910331,0.004637749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532823,0.0001894693,0.003805686,0.004369345,0.0001653894,0.0007755245,0.0002712305,0.0003129061,0.000421287,0.007858568,0.5891154,0.3925619],"study_design_scores_gemma":[0.00005227003,0.0001122289,0.003514319,0.006369855,0.0001241473,0.002271953,0.001093004,0.0001944569,0.0001321966,0.01046611,0.975603,0.00006651383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001055642,0.5241348,0.0006188631,0.3201588,0.1445515,0.00001579242,0.0001492439,0.00007267291,0.009242582],"genre_scores_gemma":[0.01357994,0.4328102,0.0014679,0.2086039,0.3372686,0.00002761536,0.0001615007,0.00005125723,0.006029148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01460665,"threshold_uncertainty_score":0.04886413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817388230640259,"score_gpt":0.2846018038586152,"score_spread":0.2564279215522126,"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."}}