{"id":"W4205669667","doi":"10.1016/j.anorl.2015.05.008","title":"Sinonasal tumour","year":2015,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Computer science","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":[0.0003426815,0.0002044159,0.0006035111,0.0001359929,0.00005488256,0.000009445755,0.0001145184,0.00008066001,0.00008942924],"category_scores_gemma":[0.0004966339,0.0001647476,0.0001521936,0.0001342873,0.0003395996,0.0001024512,0.0001215249,0.0001942088,0.0001608149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009296537,"about_ca_system_score_gemma":0.0001772385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751055,"about_ca_topic_score_gemma":0.00000202278,"domain_scores_codex":[0.9982806,0.0003838158,0.0003998145,0.0003460642,0.0002033533,0.0003863755],"domain_scores_gemma":[0.9983315,0.0001270689,0.0001062645,0.0002561299,0.0002062969,0.0009727135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003362966,0.002157628,0.9048033,0.0002718554,0.0001973912,0.003385984,0.000407812,0.00000166827,0.005252736,0.002215272,0.07098681,0.00695657],"study_design_scores_gemma":[0.002403674,0.002263882,0.9030732,0.0001001409,0.00006425966,0.0002786095,0.00003434957,0.00001432488,0.0004557216,0.0001946857,0.09095878,0.0001584003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527279,0.005381758,0.0000031775,0.002887843,0.0002006077,0.0001934721,0.00003887302,0.0001022436,0.03846412],"genre_scores_gemma":[0.9937176,0.0003400171,0.0001048449,0.004588716,0.0004637734,0.000003636428,0.00003958687,0.00003443079,0.0007074351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098966,"threshold_uncertainty_score":0.6718212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09193533554231548,"score_gpt":0.3480410538134429,"score_spread":0.2561057182711274,"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."}}