{"id":"W3174837493","doi":"10.3390/curroncol28040222","title":"Malignant Sinonasal Tumors: Update on Histological and Clinical Management","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001030586,0.0006192516,0.005734617,0.0002528481,0.00008190671,0.00001517715,0.0002302266,0.00112138,0.0007410969],"category_scores_gemma":[0.0003068515,0.0004160789,0.001011354,0.0002717657,0.0005009829,0.00002029804,0.0004573338,0.001911246,0.0006417153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304581,"about_ca_system_score_gemma":0.0008402258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.378078e-7,"about_ca_topic_score_gemma":0.000002051004,"domain_scores_codex":[0.9945743,0.001382331,0.001763008,0.001294795,0.0003015861,0.0006839725],"domain_scores_gemma":[0.9969627,0.001243515,0.0004864306,0.0005768191,0.00008858674,0.0006420055],"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":[0.00009460741,0.002374478,0.000120947,0.006116698,0.0003327777,0.007277341,0.000004778755,8.050013e-9,1.64387e-8,0.005421402,0.01919632,0.9590606],"study_design_scores_gemma":[0.001744234,0.002710337,0.0002426721,0.01200562,0.00250865,0.00176754,0.000009396936,0.000002946499,4.396629e-8,0.00004690743,0.9785929,0.0003687648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001684613,0.983003,0.00001384832,0.0007937817,0.004064037,0.001199353,0.00002757693,0.00008715054,0.01064282],"genre_scores_gemma":[0.00001612776,0.9960179,0.000363416,0.000814057,0.001445352,0.0001764494,0.0004234403,0.00005212996,0.0006911103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9593965,"threshold_uncertainty_score":0.9998291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3249167054532984,"score_gpt":0.5343821853117403,"score_spread":0.2094654798584419,"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."}}