{"id":"W2997144814","doi":"10.1002/9780471420194.tnmc02.pub3","title":"Head and Neck Tumors","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Larynx; Paranasal sinuses; Nasal cavity; Medicine; Cervical lymph nodes; Pharynx; Head and neck; Maxillary sinus; Thyroid; Sinus (botany); Pathology; Pathological; Ethmoid sinus; Tongue; Stage (stratigraphy); Anatomy; Cancer; Metastasis; Biology; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387848,0.0004513235,0.0002184857,0.001247215,0.0008324598,0.0009790247,0.0003982894,0.0004121934,0.07475871],"category_scores_gemma":[0.0006028544,0.00008182057,0.0003667089,0.001405402,0.0003203358,0.0004519885,0.0007335159,0.0004640679,0.02948418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000869001,"about_ca_system_score_gemma":0.001325119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008695755,"about_ca_topic_score_gemma":0.01222166,"domain_scores_codex":[0.9997457,0.00001478046,0.00001696493,0.00003570697,0.0001048495,0.00008204771],"domain_scores_gemma":[0.9998248,0.00001356953,0.00002102198,0.00002083061,0.0000706376,0.00004919735],"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":[0.00009603323,0.00009897229,0.02266575,0.000725317,0.00003520152,0.00931568,0.0002459792,0.0002992984,0.004276977,0.009745289,0.3797172,0.5727783],"study_design_scores_gemma":[0.00001151381,0.00002656699,0.01708161,0.0002975863,0.00002250969,0.0155761,0.0001848674,0.00008914138,0.0009850152,0.001597339,0.9641186,0.0000091765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01836413,0.01934431,0.002053518,0.001644487,0.001612737,0.000357167,0.01195437,0.0004040479,0.9442654],"genre_scores_gemma":[0.250301,0.03482565,0.005405445,0.004458646,0.002376527,0.0003701228,0.02655206,0.0003560632,0.6753544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07475871,"threshold_uncertainty_score":0.2500928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035948025808749,"score_gpt":0.3380656179488139,"score_spread":0.3077061376907264,"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."}}