{"id":"W2001747990","doi":"10.1586/era.12.9","title":"Perineural invasion and spread in head and neck cancer","year":2012,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Perineural invasion; Radiation therapy; Head and neck; Head and neck cancer; Salivary gland cancer; Cancer; Disease; Oncology; Pathology; Internal medicine; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729107,0.0004158106,0.002633469,0.0001020476,0.00002413768,0.000008753148,0.00007189577,0.0001068182,0.0003423546],"category_scores_gemma":[0.0000152169,0.0002420267,0.0002481033,0.0001970344,0.00009610162,0.00006382402,0.00004336385,0.0001809074,0.000003860589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007336398,"about_ca_system_score_gemma":0.0001339745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004702071,"about_ca_topic_score_gemma":0.00002333775,"domain_scores_codex":[0.9984378,0.0001061269,0.000618368,0.0003773424,0.0002039394,0.0002564421],"domain_scores_gemma":[0.9991398,0.0001040398,0.0002325816,0.0003394916,0.00003619407,0.0001479303],"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":[0.00002597491,0.0002311648,0.01360114,0.05293666,0.0001457674,0.00002372562,0.00009332132,9.76028e-10,8.167684e-7,0.00003245029,0.0002382947,0.9326707],"study_design_scores_gemma":[0.0008662274,0.0002341182,0.006686739,0.2177232,0.0003025276,0.000112135,0.000003408731,2.15973e-7,0.000009994907,0.00000223392,0.7738749,0.0001842677],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002590014,0.9948615,1.154126e-7,0.0006171413,0.0001662478,0.001548953,0.00001774291,0.00001175361,0.000186562],"genre_scores_gemma":[0.0006591868,0.997041,0.0001244832,0.001261858,0.0002805865,0.0005148571,0.00003731559,0.00004742998,0.00003329811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9324864,"threshold_uncertainty_score":0.9869564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09980747780626345,"score_gpt":0.4289994057893116,"score_spread":0.3291919279830481,"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."}}