{"id":"W1508479990","doi":"10.1002/9780471420194.tnmc50.pub2","title":"Malignant Melanoma of Uvea","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Uvea; Melanoma; Medicine; Distant metastasis; Metastasis; Pathology; Stage (stratigraphy); Lymph node; Lymph; Lymph node metastasis; Cancer; Internal medicine; Biology; 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":[0.00003087267,0.0001573754,0.0004615916,0.0001274339,0.00000836559,7.691885e-7,0.00006426132,0.0005018707,0.02502149],"category_scores_gemma":[0.00002882442,0.0001140069,0.0001013162,0.00005310551,0.00008178488,0.00000425032,0.0000259028,0.0002365382,0.0003066845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001402796,"about_ca_system_score_gemma":0.0001075709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009067605,"about_ca_topic_score_gemma":0.0003747147,"domain_scores_codex":[0.9994193,0.00001444608,0.0001523843,0.0001733787,0.0001134694,0.0001269835],"domain_scores_gemma":[0.9993832,0.00001748219,0.0001436533,0.0003649324,0.00002287864,0.00006789331],"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":[0.0001907379,0.003010642,0.01706211,0.0004667595,0.001548346,0.001406083,0.00005060658,2.011032e-8,0.00136562,0.0002801945,0.9432396,0.03137931],"study_design_scores_gemma":[0.001509849,0.000366716,0.003446094,0.0003613252,0.0004019871,0.00007601734,0.000005645584,0.000001989118,0.0004477287,0.00002817949,0.9932619,0.0000925463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009641857,0.002114266,0.000009709348,0.0005495768,0.0006526181,0.000553511,0.002869318,0.0001489874,0.9834601],"genre_scores_gemma":[0.002377873,0.0001824824,0.006985596,0.0001877227,0.0005036706,0.00000832351,0.002479736,0.0002158628,0.9870588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05002235,"threshold_uncertainty_score":0.9758698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442365009722255,"score_gpt":0.3047341826961538,"score_spread":0.2903105325989312,"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."}}