{"id":"W2946417511","doi":"10.1016/j.mpdhp.2019.04.009","title":"Selected epithelial sinonasal neoplasms: an update","year":2019,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pathology; Carcinoma; Stage (stratigraphy); Basal cell; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002697973,0.0002114845,0.0006520489,0.0001526295,0.00006249831,0.000006461464,0.0001346204,0.000328864,0.003204386],"category_scores_gemma":[0.001580789,0.0001858908,0.00008845646,0.0002715207,0.0001714948,0.00007600542,0.00004639004,0.0003934952,0.005120431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033649,"about_ca_system_score_gemma":0.0003147435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002983867,"about_ca_topic_score_gemma":0.00002960605,"domain_scores_codex":[0.9981521,0.0002451326,0.0003684665,0.0005199671,0.0001743072,0.0005399709],"domain_scores_gemma":[0.9979085,0.001064887,0.00008068913,0.000448148,0.0001600638,0.0003376664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001710665,0.002912567,0.7742899,0.000165652,0.00005099213,0.01476994,0.001480615,0.00002665546,0.1501955,0.009550025,0.01240125,0.03244621],"study_design_scores_gemma":[0.004645201,0.004338965,0.6618268,0.00004898683,0.0001377545,0.003332886,0.00004503372,0.000224111,0.001619685,0.00031503,0.3230846,0.0003809027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862961,0.0001920895,0.0001015587,0.001639459,0.001196999,0.0004374501,0.00002440114,0.0001963012,0.009915652],"genre_scores_gemma":[0.9926074,0.00007155676,0.0008352886,0.004233291,0.0003498145,0.00003995748,0.0001882341,0.00004064298,0.001633774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3106833,"threshold_uncertainty_score":0.9977068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008074928211423827,"score_gpt":0.2630283114768183,"score_spread":0.2549533832653945,"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."}}