{"id":"W4387901975","doi":"10.2106/jbjs.23.00833","title":"What’s New in Musculoskeletal Tumor Surgery","year":2023,"lang":"en","type":"editorial","venue":"Journal of Bone and Joint Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Soft tissue sarcoma; Sarcoma; Soft tissue; Population; Systemic therapy; Surgery; Intensive care medicine; Internal medicine; Pathology; Cancer","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":[0.002041961,0.0006024279,0.0008449592,0.002280348,0.0006686043,0.003027099,0.00113514,0.003164482,0.04333865],"category_scores_gemma":[0.008305741,0.0002998547,0.001170953,0.00148089,0.001733738,0.005028232,0.0009916892,0.004683205,0.01261516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178796,"about_ca_system_score_gemma":0.002478969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741277,"about_ca_topic_score_gemma":0.004177538,"domain_scores_codex":[0.9987283,0.0002179957,0.0001764395,0.0002156136,0.0005245537,0.0001370908],"domain_scores_gemma":[0.9904639,0.003757218,0.0008652756,0.0005041549,0.002806453,0.001603039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009048311,0.00006235071,0.001554271,0.003162962,0.00007196832,0.0003300325,0.00009159554,0.0002420747,0.0003845732,0.005621494,0.4790996,0.5092885],"study_design_scores_gemma":[0.00001149867,0.00004193699,0.001245034,0.002144086,0.00002904494,0.001367521,0.0001412778,0.00007925652,0.00009168271,0.003376581,0.9914506,0.00002148514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001838671,0.5859505,0.002259695,0.1652918,0.2032845,0.00004765519,0.0007210541,0.0004501324,0.04015598],"genre_scores_gemma":[0.01392287,0.5851848,0.002630226,0.07375001,0.2931587,0.00006011422,0.0009392556,0.0002011899,0.03015296],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04333865,"threshold_uncertainty_score":0.1449823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336357114787738,"score_gpt":0.2931211077402775,"score_spread":0.2597575365924001,"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."}}