{"id":"W3154024826","doi":"10.1002/lary.29555","title":"Importance of Margins, Radiotherapy, and Systemic Therapy in Mucosal Melanoma of the Head and Neck","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Retrospective cohort study; Mucosal melanoma; Head and neck; Systemic therapy; Melanoma; Internal medicine; Immunotherapy; Surgery; Oncology; Disease; Cancer","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":[0.002234522,0.00007894418,0.0002136927,0.000468994,0.0001857326,0.0005197149,0.0002339513,0.0002605096,0.001709943],"category_scores_gemma":[0.007631781,0.00007667144,0.0002140285,0.0004072547,0.0004003434,0.0004381256,0.0002236939,0.0002127386,0.0001967176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004262556,"about_ca_system_score_gemma":0.0007578069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005604719,"about_ca_topic_score_gemma":0.001808378,"domain_scores_codex":[0.9991525,0.000355778,0.0001651999,0.00006709655,0.0002047371,0.00005466013],"domain_scores_gemma":[0.9943807,0.001638885,0.003297341,0.00009524891,0.0004244493,0.0001634838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000847978,0.00007286387,0.8969765,0.001463252,0.0001181437,0.0005300221,0.00008194352,0.0001531204,0.001091834,0.0001498418,0.0006464734,0.09786818],"study_design_scores_gemma":[0.00003442591,0.0009002059,0.9877372,0.0009672182,0.000252623,0.004857782,0.0005289562,0.0002146498,0.001180699,0.000132382,0.00318614,0.000007781379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006197,0.09280896,0.0006515144,0.001171981,0.0001042623,0.00006522476,0.0003406839,0.000009039345,0.004228552],"genre_scores_gemma":[0.9934697,0.005514496,0.0004715453,0.0001448469,0.0001001651,0.00001789959,0.00009066249,0.000002536214,0.0001880582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002234522,"threshold_uncertainty_score":0.0118174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185337618914349,"score_gpt":0.2487163339656344,"score_spread":0.2368629577764909,"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."}}