{"id":"W1539889266","doi":"10.1002/lary.24233","title":"Merkel cell carcinoma of the head and neck: Potential histopathologic predictors","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Merkel cell carcinoma; Medicine; Head and neck; Carcinoma; Resection margin; Surgical margin; Adjuvant radiotherapy; Frozen section procedure; Retrospective cohort study; Merkel cell; Margin (machine learning); Oncology; Radiation therapy; Internal medicine; Surgery; Resection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005681667,0.0002128993,0.0001662498,0.0005851413,0.0001969197,0.0003317685,0.0002661567,0.000234937,0.001356631],"category_scores_gemma":[0.002686668,0.0001432231,0.000137557,0.0004115379,0.0003854633,0.0003552828,0.0002159496,0.0003065425,0.000179407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752148,"about_ca_system_score_gemma":0.0004764461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273428,"about_ca_topic_score_gemma":0.002436563,"domain_scores_codex":[0.9998292,0.00004563576,0.00001919791,0.0000235193,0.00004325873,0.00003913755],"domain_scores_gemma":[0.9974359,0.0009497745,0.001122553,0.00007351221,0.0002176043,0.0002006988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004135062,0.000009037322,0.9985902,0.000007013248,0.000004694926,0.0001708913,0.000007741784,0.0000335606,0.0002099193,0.00000437372,0.00002002841,0.0009012518],"study_design_scores_gemma":[0.000008400375,0.00008961545,0.9959065,0.00001054316,0.00002319128,0.003003185,0.00009968755,0.0003042064,0.0003492008,0.00002830685,0.0001739326,0.000003214864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993491,0.0002820392,0.00008931661,0.00002762438,0.00000321291,0.000005356907,0.00006665847,0.000001833869,0.0001748746],"genre_scores_gemma":[0.9996142,0.00008844493,0.0001175988,0.000007117204,0.00001242029,0.000004033076,0.00009713292,7.050515e-7,0.00005821951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001356631,"threshold_uncertainty_score":0.004538357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007015545410201483,"score_gpt":0.2095841872249677,"score_spread":0.2025686418147662,"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."}}