{"id":"W2171091936","doi":"10.1186/1916-0216-42-2","title":"Sinonasal Undifferentiated Carcinoma (SNUC): The Alberta experience and literature review","year":2013,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Carcinoma; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000868887,0.0006352339,0.005488251,0.0003798382,0.0001700384,0.00005764015,0.000225228,0.000880886,0.0003425255],"category_scores_gemma":[0.0007987358,0.0003218737,0.0009994891,0.0005084717,0.0004470136,0.0002120077,0.0001502555,0.001892841,0.00002688352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006148453,"about_ca_system_score_gemma":0.0006500446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002955026,"about_ca_topic_score_gemma":0.000008239881,"domain_scores_codex":[0.9957986,0.0009293687,0.001932718,0.0004589694,0.0003112419,0.0005690744],"domain_scores_gemma":[0.9943773,0.003146267,0.001199639,0.0004312576,0.0002729679,0.000572579],"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":[0.0004465188,0.0008787307,0.05942918,0.1776357,0.001722835,0.01605539,0.0008662638,6.840629e-9,0.00002211361,0.000238215,0.04423401,0.698471],"study_design_scores_gemma":[0.0004725067,0.0004196738,0.03026395,0.09309348,0.001298079,0.05195441,0.000006148306,0.000001141317,8.597161e-7,0.000012537,0.8222057,0.0002714809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1936703,0.8034313,5.481438e-7,0.001413993,0.0005994083,0.0006725958,0.000006146227,0.000009023888,0.0001966737],"genre_scores_gemma":[0.001392039,0.9949523,0.00003286775,0.002213339,0.000593001,0.00005383721,0.00004857568,0.00005420782,0.0006598741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7779717,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448288442059047,"score_gpt":0.3345271597147729,"score_spread":0.2900442752941825,"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."}}