{"id":"W2751299466","doi":"10.1097/pas.0000000000000944","title":"HPV-related Multiphenotypic Sinonasal Carcinoma","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Medicine; Carcinoma; Dermatology; Pathology","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":[0.001134538,0.0001824254,0.001112521,0.0001053654,0.0002986908,0.00002075954,0.0004996333,0.0001113009,0.0003763958],"category_scores_gemma":[0.0003724031,0.0001000283,0.0003760334,0.0001184806,0.002342407,0.00008108092,0.000129287,0.0008902013,0.0001038419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005905685,"about_ca_system_score_gemma":0.000192182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000473623,"about_ca_topic_score_gemma":0.000002098199,"domain_scores_codex":[0.9979354,0.0004541502,0.0007018504,0.0001957268,0.0002835741,0.0004293017],"domain_scores_gemma":[0.997058,0.0006528258,0.001124655,0.0005941336,0.0002247738,0.0003455906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01297268,0.001312061,0.3792406,0.00003005914,0.000457022,0.09587262,0.001413146,0.00002617964,0.00981717,0.003656645,0.001491294,0.4937105],"study_design_scores_gemma":[0.004990498,0.004619926,0.9241683,0.00003129508,0.0001791491,0.04109147,0.0002379124,0.00007067449,0.0002011083,0.0006957943,0.0235607,0.0001531972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725046,0.0003488829,0.00002677595,0.01898775,0.0004702,0.0001060969,0.000002088198,0.00001577887,0.007537863],"genre_scores_gemma":[0.9976583,0.0002209138,0.0003672646,0.0008328834,0.0005221888,0.000002064824,0.000001137782,0.00002202043,0.0003732255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5449277,"threshold_uncertainty_score":0.8630695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255046146860143,"score_gpt":0.3174176344790599,"score_spread":0.2948671730104584,"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."}}