{"id":"W1480278500","doi":"10.1002/9780471420194.tnmc47.pub2","title":"Carcinoma of Skin of Eyelid","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Distant metastasis; Pathological; Eyelid; Stage (stratigraphy); Medicine; Lymph node metastasis; Lymph; Pathology; Metastasis; Cancer; Internal medicine; Radiology; 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":[0.00004633116,0.0002091457,0.0008401581,0.000221313,0.000006491684,7.030954e-7,0.0001308125,0.0002783798,0.01116728],"category_scores_gemma":[0.00006392119,0.0001733513,0.0001375067,0.0001202336,0.0002030894,0.000005185817,0.0000819915,0.0002908792,0.00002998074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001876012,"about_ca_system_score_gemma":0.0001409188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005764751,"about_ca_topic_score_gemma":0.00102583,"domain_scores_codex":[0.9990458,0.00001164817,0.0003119702,0.0002154028,0.0002601057,0.0001550084],"domain_scores_gemma":[0.9989143,0.00004045231,0.0003413192,0.0005728364,0.00007566994,0.00005540542],"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":[0.0001025725,0.000454773,0.02233233,0.001580259,0.0004485701,0.00004811915,0.0001618227,3.989169e-8,0.001158372,0.00005640104,0.9589888,0.01466791],"study_design_scores_gemma":[0.0010478,0.0002656878,0.06941945,0.0007644765,0.0002735594,0.00001965803,0.00003889321,0.000002088337,0.002792304,0.00001370296,0.9252064,0.0001559456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02053783,0.009331222,0.00001245073,0.0004332203,0.0008269327,0.000636081,0.005848257,0.00007215358,0.9623019],"genre_scores_gemma":[0.04576752,0.0006395552,0.01158147,0.0001403563,0.002310426,0.00001794402,0.0008104064,0.000563627,0.9381687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04708712,"threshold_uncertainty_score":0.9897366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402984559872294,"score_gpt":0.2994707613004255,"score_spread":0.2854409157017026,"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."}}