{"id":"W2069834378","doi":"10.2310/7070.2007.0001","title":"Radiation-Induced Soft Tissue Sarcomas of the Head and Neck","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sarcoma; Dermatofibrosarcoma protuberans; Radiation therapy; Latency stage; Soft tissue; Soft tissue sarcoma; Retrospective cohort study; Surgery; Cancer registry; Leiomyosarcoma; Population; Undifferentiated Pleomorphic Sarcoma; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001718676,0.0002285075,0.0002264035,0.0008346599,0.000509609,0.0004081015,0.0002776561,0.0002504266,0.001310318],"category_scores_gemma":[0.0009009255,0.0001851449,0.0002021323,0.0007988536,0.0004620934,0.0002121253,0.0002675486,0.000244552,0.0002944705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742922,"about_ca_system_score_gemma":0.0008471778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317054,"about_ca_topic_score_gemma":0.01988663,"domain_scores_codex":[0.9998184,0.00001738149,0.00002164049,0.00003086447,0.00005284845,0.00005892602],"domain_scores_gemma":[0.9993037,0.00008748475,0.0003729311,0.00004788185,0.00007138145,0.0001165433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004367575,0.00001157835,0.9950587,0.00001418961,0.00001860276,0.001851779,0.00005477137,0.00004975821,0.0008329917,0.00001055641,0.00007110772,0.001982409],"study_design_scores_gemma":[0.000006516756,0.00008882482,0.977295,0.00001155918,0.00002541144,0.02138459,0.0001925233,0.00007453069,0.0003726259,0.0000129541,0.0005313951,0.000004023865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991623,0.0003515914,0.00007550174,0.000008969659,0.000002109825,0.000009965333,0.0001476842,0.000004115893,0.000237778],"genre_scores_gemma":[0.9991506,0.0002573038,0.00008433323,0.00001250274,0.000006463467,0.000006816249,0.0003637379,0.000001597163,0.0001166285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317054,"threshold_uncertainty_score":0.02618778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943911844361111,"score_gpt":0.2993474729783029,"score_spread":0.2799083545346918,"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."}}