{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003080769,0.0003347265,0.001024699,0.0001735527,0.000134196,0.00001273864,0.0001313656,0.0001452331,0.0004561034],"category_scores_gemma":[0.00007736092,0.0002568502,0.000161198,0.0003416891,0.0001013046,0.0001261059,0.0001433001,0.0004255421,0.0001115134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439565,"about_ca_system_score_gemma":0.0001564196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006618386,"about_ca_topic_score_gemma":0.0002362928,"domain_scores_codex":[0.9976057,0.0001004743,0.0005068291,0.0006757004,0.0004240242,0.0006872175],"domain_scores_gemma":[0.9989273,0.00009527073,0.00009306814,0.0005718194,0.00006740521,0.0002451239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003634911,0.001797225,0.8580191,0.001386558,0.0002939103,0.003392235,0.003735299,0.00007714212,0.09524691,0.002105108,0.01847442,0.01183723],"study_design_scores_gemma":[0.007289196,0.003026744,0.9571601,0.0004346001,0.0001042317,0.00011116,0.000366432,0.0004601444,0.004214817,0.00009711637,0.0263748,0.0003606539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881037,0.00632897,0.000006976703,0.002023022,0.0007273342,0.0008563046,0.0000719282,0.0001200179,0.001761715],"genre_scores_gemma":[0.9952576,0.0005283696,0.0005684042,0.0008876399,0.0002337695,0.0000569921,0.00007093261,0.00004137662,0.002354971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09914105,"threshold_uncertainty_score":0.9999884,"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."}}