{"id":"W4403299677","doi":"10.1001/jamaoncol.2024.4354","title":"Ninth Version of the AJCC and UICC Nasopharyngeal Cancer TNM Staging Classification","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Nasopharyngeal carcinoma; Cancer; Stage (stratigraphy); AJCC staging system; Cancer staging; Internal medicine; Oncology; Radiation therapy; Staging system","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":[0.005216811,0.0006973639,0.0009075099,0.004842895,0.0007260664,0.001337707,0.001239772,0.0005330858,0.006177604],"category_scores_gemma":[0.01014698,0.0002280848,0.001072631,0.004454423,0.0005993987,0.0007577763,0.001328153,0.0018414,0.002342111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290582,"about_ca_system_score_gemma":0.008369844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02772484,"about_ca_topic_score_gemma":0.03660908,"domain_scores_codex":[0.9970156,0.0007976241,0.0006333189,0.0002013477,0.00112384,0.0002281854],"domain_scores_gemma":[0.9948926,0.0003794262,0.001037385,0.0002602352,0.00313457,0.0002957035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004792524,0.00009320853,0.1989838,0.00196119,0.0002849921,0.000407233,0.0004331595,0.001401981,0.001550118,0.004886566,0.5336711,0.2558473],"study_design_scores_gemma":[0.0002029921,0.0002952135,0.3261753,0.002867622,0.0004045829,0.001753034,0.0007897001,0.003096577,0.0007317719,0.004442258,0.6591315,0.0001094313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.1857216,0.1076089,0.1014481,0.03966959,0.03078644,0.01510664,0.3235326,0.002536101,0.19359],"genre_scores_gemma":[0.373671,0.03402263,0.1714705,0.005066287,0.004076087,0.01374997,0.3453547,0.0006068394,0.05198206],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02772484,"threshold_uncertainty_score":0.05512691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465590052636265,"score_gpt":0.3610580777752746,"score_spread":0.326402177248912,"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."}}