{"id":"W4239909670","doi":"10.1002/9780471420194.tnmc26.pub2","title":"Skin Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Merkel cell carcinoma; Melanoma; Skin cancer; Medicine; Lymph node; Dermatology; Merkel cell; Carcinoma; Pathology; Oncology; Cancer; Internal medicine; 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":["insufficient_payload"],"category_scores_codex":[0.00001895435,0.0002032958,0.0003364963,0.0001743504,0.00001565197,0.000005229389,0.00008592863,0.0005059955,0.05756513],"category_scores_gemma":[0.00004292218,0.0001471103,0.0001393842,0.00008233118,0.0000769103,0.000006012473,0.00002825499,0.0005273242,0.001085699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001227644,"about_ca_system_score_gemma":0.0001508052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002031224,"about_ca_topic_score_gemma":0.000213241,"domain_scores_codex":[0.9992667,0.000008376241,0.0001327128,0.0002138634,0.0001755759,0.00020276],"domain_scores_gemma":[0.9992851,0.00001196731,0.00009067923,0.0003684719,0.00001609573,0.0002276556],"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":[0.00002239917,0.0003604332,0.0001225862,0.00006522505,0.00008089982,0.0001690448,0.000005600846,2.509069e-8,0.0001171742,0.00002957677,0.9902236,0.008803402],"study_design_scores_gemma":[0.0006749559,0.00005306427,0.001765309,0.0004618938,0.0002881824,0.00004827845,0.000006446685,0.000009804563,0.00004238295,0.0000154562,0.9964691,0.0001650617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009523537,0.005550814,0.000002963365,0.000651053,0.0006782881,0.0002839205,0.003931221,0.0004429299,0.9875064],"genre_scores_gemma":[0.0004051751,0.0005651462,0.0008561724,0.0006433274,0.002294114,0.000005894285,0.002976733,0.0004314024,0.9918221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05647943,"threshold_uncertainty_score":0.9996921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009717394007507561,"score_gpt":0.2925836391634239,"score_spread":0.2828662451559164,"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."}}