{"id":"W3191190512","doi":"10.1177/22925503211031934","title":"Merkel Cell Carcinoma of the Head and Neck","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"Department of Surgery, University of Manitoba","keywords":"Medicine; Merkel cell carcinoma; Radiation therapy; Stage (stratigraphy); Surgery; Population; Retrospective cohort study; Cancer; Merkel cell; Head and neck cancer; Case fatality rate; Carcinoma; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003882417,0.00006440531,0.0001832686,0.0000298662,0.00003393224,0.000004032309,0.00001880797,0.00004488631,0.0001216312],"category_scores_gemma":[0.0008885926,0.0000400909,0.00009904247,0.0001290043,0.00006110123,0.00001387536,0.0000340531,0.00007313133,0.000008699322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007060981,"about_ca_system_score_gemma":0.0002162524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003742605,"about_ca_topic_score_gemma":0.000002945573,"domain_scores_codex":[0.9994801,0.00002573777,0.0001423251,0.0001081823,0.0001243285,0.0001193697],"domain_scores_gemma":[0.9978902,0.001781692,0.00004151458,0.0001547668,0.00003720179,0.00009457655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006904466,0.0001930034,0.9872604,0.0001747452,0.00003287559,0.0001691476,0.0000438409,0.000003663911,0.006518117,0.00002292127,0.004689117,0.0008230935],"study_design_scores_gemma":[0.0003671828,0.00001431932,0.9766748,0.0001687941,0.0001477089,0.00006357462,0.00004323481,0.0001050205,0.02065507,0.00001114538,0.001697147,0.0000519867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991782,0.00573005,0.000003663544,0.0001518185,0.0009103938,0.0000276232,0.00001503241,0.000008619804,0.001370816],"genre_scores_gemma":[0.9993245,0.0001006978,0.00001184263,0.00007890872,0.00005608432,0.000001732084,0.000005319656,0.000008049631,0.0004128485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413695,"threshold_uncertainty_score":0.1634859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803468291123137,"score_gpt":0.2270067070662121,"score_spread":0.2089720241549807,"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."}}