{"id":"W4417294994","doi":"10.1016/j.clon.2025.104002","title":"From Numbers to Movement: Making the Toronto Extremity Salvage Score a Living Measure in Soft-tissue Sarcoma Survivorship","year":2025,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Sarcoma; Measure (data warehouse); Salvage therapy; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003369153,0.0001522435,0.0007097558,0.00005001041,0.0001360215,0.00001798526,0.0002550911,0.0003642131,0.001027613],"category_scores_gemma":[0.003157788,0.0001246147,0.0001235738,0.0001988539,0.0001401675,0.00005033457,0.0001942991,0.0007851431,0.00008945155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006167187,"about_ca_system_score_gemma":0.0004408383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007395134,"about_ca_topic_score_gemma":0.08728524,"domain_scores_codex":[0.9971875,0.0007603116,0.000943605,0.0004715527,0.0002114447,0.0004256093],"domain_scores_gemma":[0.9948966,0.004179397,0.0001500273,0.0004593133,0.00009030449,0.0002243676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005213159,0.0007321607,0.8008096,0.0001114625,0.0000519647,0.00009076102,0.001752828,0.000001561555,0.0001890502,0.000696425,0.01887435,0.1761686],"study_design_scores_gemma":[0.002346202,0.0003912534,0.8911493,0.001730432,0.00007356284,0.000003314836,0.001894149,0.0001866082,0.00001254904,0.003828533,0.09823567,0.0001484162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509521,0.003742108,0.00310801,0.09256973,0.003601456,0.001646729,0.00001251565,0.0001650262,0.04420235],"genre_scores_gemma":[0.9331331,0.0001299923,0.002598715,0.06242124,0.0008037227,0.0000506614,0.000006194377,0.00001676522,0.0008396102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760202,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463728341532086,"score_gpt":0.4859173478323045,"score_spread":0.3395445136790959,"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."}}