{"id":"W4249522930","doi":"10.1002/9780471420194.tnmc26.pub3","title":"Skin Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Merkel cell carcinoma; Section (typography); Skin tumours; Merkel cell; Dermatology; Skin tumor; Pathology; Skin cancer; Medicine; Carcinoma; Computer science; Cancer; Internal medicine; Carcinogenesis","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":[0.00001933565,0.0001990596,0.0003677928,0.0001390934,0.00003484339,0.000009573833,0.0001324843,0.00032057,0.01799159],"category_scores_gemma":[0.00006265534,0.0001449299,0.0001475882,0.00002888619,0.00009249154,0.000008995656,0.00003843783,0.0002521568,0.0009250938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916125,"about_ca_system_score_gemma":0.0001636389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002820074,"about_ca_topic_score_gemma":0.0001220759,"domain_scores_codex":[0.99931,0.000008709037,0.00009955312,0.0002138016,0.0001699217,0.0001980859],"domain_scores_gemma":[0.9990425,0.00000860929,0.0001512941,0.0005793918,0.00001507215,0.0002031189],"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":[0.00002343688,0.0002402491,0.0001336453,0.00007694137,0.0001095691,0.0002819829,0.000004178979,2.985562e-8,0.00001260497,0.00001488918,0.9883153,0.0107871],"study_design_scores_gemma":[0.0007542761,0.00005484016,0.002536619,0.001322187,0.0003305564,0.00003763239,0.000003882165,0.000009515007,0.00001407964,0.00001239357,0.9947628,0.0001611875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001782499,0.01077894,0.000002323293,0.0004722818,0.0004187578,0.000220579,0.003639008,0.0002700446,0.9840198],"genre_scores_gemma":[0.0004085537,0.001540941,0.0003168744,0.0003541285,0.001974541,0.000005203906,0.002456241,0.0003381152,0.9926054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0170665,"threshold_uncertainty_score":0.9998528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809805916622554,"score_gpt":0.3248349452247996,"score_spread":0.3067368860585741,"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."}}