{"id":"W4415439031","doi":"10.1302/1358-992x.2025.10.106","title":"FAVOURABLE ONCOLOGIC AND FUNCTIONAL OUTCOMES FOLLOWING TREATMENT FOR SOFT-TISSUE SARCOMAS OF THE HAND","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcoma; Soft tissue sarcoma; Radiation therapy; Perioperative; Soft tissue; Retrospective cohort study; Functional impairment; Referral","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":[0.0003110322,0.0001100614,0.0002761932,0.0008022391,0.0003603548,0.0004814704,0.0001962242,0.0001898997,0.001224292],"category_scores_gemma":[0.002585751,0.00009125055,0.0002498071,0.000801378,0.0003156592,0.0003366195,0.0003132074,0.0002417776,0.0002265732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809802,"about_ca_system_score_gemma":0.0002798735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531809,"about_ca_topic_score_gemma":0.003253246,"domain_scores_codex":[0.9996125,0.00009577197,0.00005434601,0.00005198602,0.00009644555,0.0000890506],"domain_scores_gemma":[0.9984826,0.0002881621,0.0008935052,0.00003660755,0.00009568772,0.000203381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042762,0.0000334865,0.9926181,0.00002027297,0.00003129004,0.0009841409,0.00007786854,0.0001511372,0.0004418661,0.00001319741,0.00007269008,0.005451649],"study_design_scores_gemma":[0.000004787201,0.0002398915,0.9955074,0.00001033565,0.0000223565,0.003624194,0.0002098624,0.00007132653,0.0001255751,0.0000206306,0.0001599844,0.000003676651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985217,0.0005525807,0.00006942734,0.00002666916,0.00000400614,0.000006548611,0.0001349721,0.000002717311,0.0006814025],"genre_scores_gemma":[0.9994557,0.0002401173,0.00002308759,0.00001654894,0.000008982584,0.00000332779,0.00017139,0.000001359078,0.00007944006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001531809,"threshold_uncertainty_score":0.004095614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697237986154529,"score_gpt":0.2973757164834534,"score_spread":0.2704033366219081,"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."}}