{"id":"W1979230106","doi":"10.2106/jbjs.c.01714","title":"Fractures Following Radiotherapy and Limb-Salvage Surgery for Lower Extremity Soft-Tissue Sarcomas","year":2005,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Soft tissue; Radiation therapy; Surgery; Univariate analysis; Retrospective cohort study; Radiation dose; Radiology; Nuclear medicine; Multivariate analysis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001323954,0.000216098,0.001310968,0.0004066886,0.0001093096,0.00005385318,0.00001153794,0.0001111023,0.00009289094],"category_scores_gemma":[0.0004142908,0.0001555844,0.0007754288,0.00008444695,0.00004604243,0.0002270582,0.00001440633,0.00018102,0.000001122913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007180393,"about_ca_system_score_gemma":0.0001169136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001219807,"about_ca_topic_score_gemma":0.000005689993,"domain_scores_codex":[0.9983109,0.00005120473,0.0009049082,0.0001907954,0.0002534782,0.0002887481],"domain_scores_gemma":[0.9971498,0.00189265,0.0004621025,0.0001361321,0.00008534188,0.0002740341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008233296,0.0009556201,0.4979505,0.0001390344,0.0006171964,0.001381071,0.000191013,0.000002204455,0.004023648,0.000008285124,0.04548012,0.448428],"study_design_scores_gemma":[0.002619014,0.0003277402,0.7935752,0.0008132658,0.0005212085,0.002704893,0.00009370681,0.00006666691,0.005682619,0.0001515541,0.1931077,0.0003364088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925478,0.06537371,0.0005235653,0.007995926,0.0003959268,0.0001779083,0.000005065589,0.00001498968,0.00003494214],"genre_scores_gemma":[0.9878015,0.00715624,0.002104635,0.001856267,0.0009476088,0.000008873677,0.000005244127,0.0000339914,0.00008563589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480916,"threshold_uncertainty_score":0.6344547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873103557956884,"score_gpt":0.292506011716019,"score_spread":0.2637749761364501,"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."}}