{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005595709,0.0003128668,0.0008138367,0.0003287627,0.0000283332,0.000008792431,0.000332154,0.00004362754,0.01239245],"category_scores_gemma":[0.0007728221,0.0002375887,0.0001708567,0.00007053965,0.000269379,0.00003720326,0.0001099073,0.0004461027,0.0002122765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350468,"about_ca_system_score_gemma":0.0003030439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671377,"about_ca_topic_score_gemma":0.0001578181,"domain_scores_codex":[0.998372,0.00004363561,0.0002485598,0.0004155554,0.0005162408,0.0004040618],"domain_scores_gemma":[0.9981874,0.00007700974,0.0003902125,0.0009830344,0.00009321358,0.0002691563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002501695,0.001013492,0.004308505,0.0007835371,0.0002118843,0.008400787,0.00001671067,1.518486e-7,0.001581363,0.00005573905,0.9731641,0.01021356],"study_design_scores_gemma":[0.001058967,0.0006863562,0.006559033,0.001707546,0.00009913254,0.0008663351,0.00001581089,0.000003332176,0.001803568,0.00002190131,0.9869828,0.0001951768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006432359,0.004106967,0.000005777088,0.001651152,0.0003980505,0.001451062,0.007921711,0.0002727548,0.9777602],"genre_scores_gemma":[0.004580032,0.001317182,0.002150637,0.0001168003,0.0007170904,0.0000235404,0.0009392765,0.0004518499,0.9897036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01381874,"threshold_uncertainty_score":0.9885104,"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."}}