{"id":"W2618230854","doi":"10.1007/s11864-017-0484-y","title":"Overview of the 8th Edition TNM Classification for Head and Neck Cancer","year":2017,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":687,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Head and neck cancer; Stage (stratigraphy); Cancer; Oncology; Head and neck; Merkel cell carcinoma; Internal medicine; Sarcoma; Skin cancer; Cancer staging; Carcinoma; Pathology; Surgery","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":[0.001811238,0.001101786,0.002036558,0.006625187,0.0004462237,0.001334791,0.001421457,0.001013276,0.006124862],"category_scores_gemma":[0.003054256,0.0003585471,0.001879216,0.006527093,0.0005048032,0.00170641,0.0009479558,0.001516424,0.00139688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751175,"about_ca_system_score_gemma":0.005667226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007843778,"about_ca_topic_score_gemma":0.01442112,"domain_scores_codex":[0.9991888,0.0001595338,0.0002410656,0.00009534188,0.0002578486,0.00005730907],"domain_scores_gemma":[0.998823,0.0005256055,0.0002231671,0.00001923924,0.0003593186,0.00004963041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001487295,0.00005837005,0.001121631,0.07244933,0.0003510894,0.0001333704,0.00009938439,0.0003653536,0.0005875794,0.004005854,0.08518609,0.8354932],"study_design_scores_gemma":[0.00004486777,0.0001006886,0.003762946,0.04513981,0.0009482916,0.0009919655,0.0001545237,0.0001443322,0.0002538979,0.002359818,0.9460539,0.00004487659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009491662,0.9974355,0.0001443699,0.0006847687,0.0003759116,0.00002258562,0.0002356847,0.000007976214,0.0009983104],"genre_scores_gemma":[0.0005540863,0.9977372,0.0004625072,0.0004083802,0.0002129506,0.0000210204,0.0002743739,0.000002164882,0.0003272739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007843778,"threshold_uncertainty_score":0.02048969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5632878262471015,"score_gpt":0.5804980947292319,"score_spread":0.01721026848213036,"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."}}