{"id":"W2969688112","doi":"10.1002/9780471420194.tnmc47.pub3","title":"Carcinoma of Skin of the Eyelid","year":2017,"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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Eyelid; Medicine; Physical examination; Pathology; Dermatology; Radiology","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":[0.00004696986,0.0001758373,0.0006464979,0.00008431965,0.00002134459,0.000001219665,0.0002928048,0.0001501134,0.002107803],"category_scores_gemma":[0.0001029575,0.000109654,0.0001716373,0.00005461712,0.0003045401,0.000005337483,0.0001704123,0.0001724594,0.00001282551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650876,"about_ca_system_score_gemma":0.0001605343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006686862,"about_ca_topic_score_gemma":0.0009060024,"domain_scores_codex":[0.9992125,0.00001758924,0.0002005767,0.0001748749,0.0002641724,0.0001302894],"domain_scores_gemma":[0.9982863,0.00002954261,0.000518232,0.00107811,0.00005691759,0.00003086237],"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":[0.00003818336,0.0001406162,0.02744093,0.0006823616,0.0002908438,0.00001252164,0.00009477563,4.342004e-8,0.00009031403,0.00002408311,0.9648019,0.006383405],"study_design_scores_gemma":[0.0006687844,0.00009499094,0.1883673,0.001458137,0.0002365452,0.00001058159,0.00002002902,0.000001349389,0.0009629996,0.00001143288,0.8080781,0.00008973874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006346257,0.0108122,0.000003242059,0.0007916105,0.0007669913,0.0005832912,0.003781904,0.00002746735,0.976887],"genre_scores_gemma":[0.05573644,0.0005062197,0.0008932427,0.00009557014,0.001166166,0.00001015591,0.0001136719,0.0002288079,0.9412497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1609264,"threshold_uncertainty_score":0.9988044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181304532792383,"score_gpt":0.3122297914037022,"score_spread":0.2904167460757783,"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."}}