{"id":"W3125669856","doi":"10.1016/j.oraloncology.2020.105167","title":"Prognostic value of clinical and radiologic extranodal extension and their role in the 8th edition TNM cN classification for HPV-negative oropharyngeal carcinoma","year":2021,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Stage (stratigraphy); Internal medicine; Nuclear 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":[0.0007046356,0.00008912728,0.0005251209,0.00003132198,0.00005659904,0.000003065564,0.00002894237,0.0001390671,0.000007682566],"category_scores_gemma":[0.0008086116,0.00005252136,0.00004872109,0.00009060623,0.000279387,0.00004224406,0.00002553476,0.0001671733,4.632814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155418,"about_ca_system_score_gemma":0.0001901548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002510592,"about_ca_topic_score_gemma":0.00007114879,"domain_scores_codex":[0.9988782,0.0003565469,0.000322426,0.0002280165,0.00006123652,0.0001535284],"domain_scores_gemma":[0.9984069,0.001233019,0.00009515437,0.00009992257,0.0001163167,0.00004861181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002223128,0.001017142,0.7389877,0.0002140892,0.00008199843,0.00007110883,0.005247855,0.000001067908,0.01918205,0.00279949,0.002368926,0.2278055],"study_design_scores_gemma":[0.002644162,0.003212936,0.9858143,0.00003538357,0.00007408409,0.0001094959,0.002985578,0.001155339,0.0006257531,0.001051923,0.002237929,0.00005312034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921342,0.002052968,0.0001018505,0.004273701,0.0002383608,0.0005230551,0.00001570435,0.0000072569,0.0006529632],"genre_scores_gemma":[0.9971854,0.0006153444,0.001065989,0.0006726143,0.0003213809,0.00008597354,0.00002796496,0.000005950204,0.00001938925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468266,"threshold_uncertainty_score":0.2141759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047808353802815,"score_gpt":0.3959590755514983,"score_spread":0.2911782401712169,"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."}}