{"id":"W1538956366","doi":"10.1002/9780471420194.tnmc48.pub2","title":"Carcinoma of Conjunctiva","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Stage (stratigraphy); Medicine; Pathology; Metastasis; Lymph node metastasis; Lymph; Lymph node; Cancer; Internal medicine; Biology","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":[0.00002019892,0.000143042,0.0004282507,0.0001174587,0.000007454664,5.792368e-7,0.00004952899,0.0004569739,0.02497178],"category_scores_gemma":[0.00003379967,0.0001080986,0.00008989216,0.00004943487,0.00009993169,0.000004014646,0.00002160899,0.0002685295,0.0001986799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206148,"about_ca_system_score_gemma":0.000126477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259434,"about_ca_topic_score_gemma":0.0002473611,"domain_scores_codex":[0.9995058,0.00001268803,0.0001214832,0.000157054,0.00009713299,0.0001058723],"domain_scores_gemma":[0.9994386,0.00001869019,0.0001196956,0.0003322122,0.00002809466,0.0000626788],"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":[0.0001750758,0.001960572,0.03616735,0.0003093439,0.0009020513,0.0005765969,0.00003254593,9.127521e-9,0.0006331058,0.0001430788,0.942576,0.01652428],"study_design_scores_gemma":[0.001955644,0.0003728574,0.01687309,0.0001591668,0.0004585386,0.0000508128,0.000006236518,0.000001919273,0.0003297393,0.0000193262,0.9796882,0.00008442807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01650418,0.00135505,0.00000543018,0.0003566391,0.0005761809,0.0004437312,0.001863565,0.00009984406,0.9787953],"genre_scores_gemma":[0.02076582,0.00004287269,0.002864289,0.0002088432,0.0005512931,0.000006483803,0.002289999,0.0002038659,0.9730665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03711225,"threshold_uncertainty_score":0.9759195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567926803761969,"score_gpt":0.3040325132414692,"score_spread":0.2883532452038495,"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."}}