{"id":"W2998353836","doi":"10.1002/9780471420194.tnmc56.pub2","title":"Malignant Melanoma of Upper Aerodigestive Tract","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Gastrointestinal tract; Melanoma; Medicine; Neuroendocrine carcinoma; Pathology; Neuroendocrine tumors; Mucosal melanoma; Carcinoma; Internal medicine; Cancer research","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":[0.0001050409,0.0002177615,0.00008471324,0.0007916598,0.0002452229,0.0002597633,0.0001002348,0.0002028299,0.0108723],"category_scores_gemma":[0.0003428964,0.00003991416,0.0001153455,0.0003582687,0.0001466298,0.0001906195,0.0002022173,0.0002492667,0.002453495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297662,"about_ca_system_score_gemma":0.0002401208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573959,"about_ca_topic_score_gemma":0.002645484,"domain_scores_codex":[0.9999297,0.000008324703,0.00000609111,0.00001018931,0.00002142258,0.00002428154],"domain_scores_gemma":[0.9998676,0.00001973036,0.00002886092,0.00001541551,0.00002884675,0.00003963854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007874082,0.000315922,0.2809815,0.001325433,0.00007975695,0.1308995,0.0003996475,0.0007884651,0.07695326,0.009787317,0.04673382,0.450948],"study_design_scores_gemma":[0.00007067806,0.0004285453,0.3280845,0.0005112397,0.00008182582,0.2551091,0.000464257,0.002317874,0.02186384,0.005116276,0.3859238,0.00002816145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4919188,0.0248775,0.003030174,0.001503979,0.0006998982,0.0003070712,0.00368632,0.0003092427,0.4736671],"genre_scores_gemma":[0.9286637,0.005907847,0.001420999,0.0002644623,0.000252095,0.00004640437,0.000765895,0.00003017875,0.06264848],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0108723,"threshold_uncertainty_score":0.03637147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244292355153102,"score_gpt":0.3611278527750016,"score_spread":0.3286849292234706,"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."}}