{"id":"W2986256287","doi":"10.21873/anticanres.13831","title":"Imaging Soft-tissue Sarcomas of the Head and Neck: A Tertiary Soft-tissue Sarcoma Unit Experience","year":2019,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research","keywords":"Angiosarcoma; Sarcoma; Medicine; Rhabdomyosarcoma; Synovial sarcoma; Soft tissue; Soft tissue sarcoma; Chondrosarcoma; Radiation therapy; Pathology; Lymph node; Clear-cell sarcoma; Radiology","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":[0.0004408088,0.0001963171,0.0003934071,0.0001738392,0.0002031538,0.00005323876,0.0003180214,0.00006341597,0.0005473174],"category_scores_gemma":[0.0001690492,0.0001307001,0.00007394056,0.0005749707,0.0006367071,0.0001416338,0.000403802,0.0003947348,0.0001045606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009511933,"about_ca_system_score_gemma":0.000246424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339326,"about_ca_topic_score_gemma":0.0001124288,"domain_scores_codex":[0.9973922,0.0001821314,0.0003134559,0.0004984104,0.0009527914,0.0006609839],"domain_scores_gemma":[0.9981638,0.0004409118,0.00006217889,0.0008876803,0.0002477302,0.0001976637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052596,0.0003531429,0.8840725,0.0001354732,0.00004658948,0.00009633417,0.001065494,6.317523e-7,0.02114833,0.0004095809,0.0004668651,0.09209973],"study_design_scores_gemma":[0.001988277,0.0003074016,0.8956842,0.0006623648,0.00003636977,0.0001265786,0.0008656947,0.0002730689,0.0786169,0.0002775774,0.0210112,0.000150339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813873,0.008426383,0.00001692677,0.00708794,0.000124413,0.00110098,0.000009928805,0.00002832402,0.00181779],"genre_scores_gemma":[0.9974971,0.0004630897,0.0002571551,0.0004672227,0.00008885064,0.0001133122,0.000004356091,0.00003708876,0.001071791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09194939,"threshold_uncertainty_score":0.5992742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517533204560339,"score_gpt":0.4059488464392213,"score_spread":0.3507735143936179,"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."}}