{"id":"W2950848650","doi":"10.1002/hed.25842","title":"High‐grade radiologic extra‐nodal extension predicts distant metastasis in stage II nasopharyngeal carcinoma","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Fujian Provincial Department of Science and Technology; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Nasopharyngeal carcinoma; Stage (stratigraphy); NODAL; Infiltration (HVAC); Medicine; Metastasis; Internal medicine; Distant metastasis; Oncology; T-stage; Overall survival; Radiation therapy; Cancer; Biology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387121,0.0002192994,0.000154086,0.0003007763,0.0001709862,0.0003104734,0.0001926227,0.000252967,0.001082491],"category_scores_gemma":[0.00134283,0.0001021692,0.000204694,0.0002379522,0.0001833232,0.0002021152,0.000272362,0.0002148408,0.0001799087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590747,"about_ca_system_score_gemma":0.0001994349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009334005,"about_ca_topic_score_gemma":0.003171804,"domain_scores_codex":[0.9998728,0.00004468224,0.00001481421,0.00001902352,0.00002286934,0.00002582049],"domain_scores_gemma":[0.9994796,0.0001260772,0.0001916344,0.00003222464,0.00005007241,0.0001205186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002185999,0.00002665503,0.9978775,0.00001237398,0.00001907445,0.00005667138,0.00002074813,0.0000456118,0.0004052416,0.00000467915,0.00002955881,0.001283418],"study_design_scores_gemma":[0.00001029346,0.0001483518,0.998877,0.000005456619,0.00003227295,0.0003003518,0.00008735862,0.0001801584,0.0002070895,0.00001278913,0.0001361537,0.00000272305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993316,0.0002785157,0.00004725165,0.00001424693,0.000003630454,0.000005978065,0.00006043439,0.000001303052,0.0002570816],"genre_scores_gemma":[0.9997497,0.00005281631,0.00003697786,0.000005613065,0.000004376227,0.000002779122,0.00007508387,4.179712e-7,0.00007220683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001082491,"threshold_uncertainty_score":0.00362128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775504565856234,"score_gpt":0.2948760061821831,"score_spread":0.2571209605236207,"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."}}