{"id":"W85740089","doi":"10.1007/978-3-642-18888-6_5","title":"Other Head and Neck Tumors","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Head and neck; Radiology; Angiography; Resection; 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":[0.000117411,0.000831474,0.0005589027,0.001110848,0.0007603586,0.0009120257,0.0006440924,0.000603619,0.0962754],"category_scores_gemma":[0.0003276899,0.0002200941,0.0004850987,0.0009552871,0.0003724922,0.001007392,0.0008877123,0.001306602,0.05503979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330558,"about_ca_system_score_gemma":0.001096209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932965,"about_ca_topic_score_gemma":0.01879704,"domain_scores_codex":[0.9999001,0.000006686963,0.000003744566,0.00001786956,0.00005381056,0.0000179319],"domain_scores_gemma":[0.9999115,0.0000195872,0.000004888877,0.00001199225,0.00003210149,0.00001988829],"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":[0.00001850156,0.00007046737,0.0002944783,0.0002541234,0.000007216333,0.0006007309,0.0001529687,0.0003717774,0.001107858,0.009729887,0.638808,0.3485839],"study_design_scores_gemma":[0.000002089037,0.000008206618,0.0003363136,0.00007479045,0.000003979995,0.0008480928,0.00002692564,0.00003621337,0.0001211294,0.001562684,0.9969765,0.000003038778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008194298,0.0391094,0.001279504,0.001094323,0.004371165,0.00005506115,0.0002761693,0.0001797514,0.9528152],"genre_scores_gemma":[0.001913313,0.01477805,0.0006261539,0.0009996401,0.0006392123,0.00002454868,0.0002204065,0.0000382141,0.9807605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0962754,"threshold_uncertainty_score":0.3220733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059694616558562,"score_gpt":0.296015273450889,"score_spread":0.2654183272853034,"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."}}