{"id":"W4376131782","doi":"10.1002/hed.27381","title":"Long‐term outcomes of modern multidisciplinary management of sinonasal cancers: The <scp>M. D.</scp> Anderson experience","year":2023,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Radiation therapy; Neck dissection; Adenoid cystic carcinoma; Stage (stratigraphy); Internal medicine; Oncology; Cancer; Retrospective cohort study; Cohort; Chemotherapy; Multivariate analysis; Nasal cavity; T-stage; Surgery; Carcinoma","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":[0.000502247,0.0001464173,0.000144471,0.0001679415,0.0004707385,0.0003723005,0.0001506353,0.0002091382,0.0006398396],"category_scores_gemma":[0.0009146067,0.00008407458,0.000300924,0.0002304447,0.0002453367,0.0002973923,0.0004500991,0.0002585161,0.0001352675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005681048,"about_ca_system_score_gemma":0.0003550717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386211,"about_ca_topic_score_gemma":0.003511729,"domain_scores_codex":[0.9997889,0.00006149495,0.00001928815,0.00003386009,0.00004536178,0.00005099676],"domain_scores_gemma":[0.9994738,0.00008453785,0.0002307939,0.00003266867,0.00003479609,0.0001434659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003947171,0.0002608341,0.9609693,0.00004876917,0.0001353204,0.0009650014,0.000588409,0.0008452138,0.0012411,0.00006729035,0.0008256006,0.03365844],"study_design_scores_gemma":[0.00004815919,0.001798138,0.9882832,0.00004525548,0.0000827179,0.005375862,0.0005699224,0.0004484097,0.0006877694,0.00009511878,0.002548545,0.00001684423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984393,0.0008908203,0.0001299446,0.00006333049,0.000006952485,0.000004479958,0.00006914178,0.000002662372,0.0003934072],"genre_scores_gemma":[0.9991329,0.0003669041,0.00008831538,0.00004607312,0.00001577394,0.000006409202,0.0001888912,0.000002180216,0.0001527157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386211,"threshold_uncertainty_score":0.0041219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687452885843495,"score_gpt":0.3736359946566816,"score_spread":0.3067614657982467,"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."}}