{"id":"W1564731979","doi":"10.1002/9780471420194.tnmc49.pub2","title":"Malignant Melanoma of Conjunctiva","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Melanoma; Distant metastasis; Medicine; Lymph; Stage (stratigraphy); Pathology; Metastasis; Lymph node metastasis; Lymph node; 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":[0.00003057348,0.0001700877,0.0005081159,0.0001284598,0.000008897237,8.183133e-7,0.00006030067,0.0005091799,0.029069],"category_scores_gemma":[0.00003533295,0.0001215197,0.0001032801,0.00005347423,0.0001048032,0.000004833833,0.00002630646,0.0002524273,0.0002841381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001506483,"about_ca_system_score_gemma":0.0001253083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009454789,"about_ca_topic_score_gemma":0.0002594076,"domain_scores_codex":[0.9993944,0.00001686195,0.0001564203,0.000186877,0.0001169445,0.0001284816],"domain_scores_gemma":[0.9993544,0.00002222725,0.0001574784,0.0003650453,0.00002961046,0.00007128187],"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":[0.0003113194,0.003140511,0.0143866,0.0004459291,0.001932031,0.001233556,0.00004351225,1.884657e-8,0.002235805,0.0004245198,0.9505436,0.02530259],"study_design_scores_gemma":[0.001919964,0.0004827466,0.003872659,0.0003361404,0.0004356283,0.0000819683,0.000007098498,0.000001821432,0.000668349,0.00003369087,0.9920579,0.0001020727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009609394,0.001457474,0.00001338422,0.0005169835,0.0007495054,0.0006148534,0.002734605,0.0001491391,0.9841546],"genre_scores_gemma":[0.004661523,0.0001154604,0.004225773,0.0002249517,0.0005065796,0.000009193633,0.002478869,0.0002266149,0.987551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04151426,"threshold_uncertainty_score":0.9718186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480615897387547,"score_gpt":0.2997208497552256,"score_spread":0.2849146907813501,"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."}}