{"id":"W1548308418","doi":"10.1002/9780471420194.tnmc28.pub2","title":"Malignant Melanoma of Skin","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Melanoma; Distant metastasis; Medicine; Stage (stratigraphy); Lymph node metastasis; Lymph; Metastasis; Pathology; Lymph node; Cancer; Oncology; Internal medicine; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012647,0.0003623954,0.000148071,0.001032418,0.0003521919,0.0004683915,0.000192414,0.0002419469,0.03289526],"category_scores_gemma":[0.0004877795,0.00005750582,0.0002073055,0.0006246759,0.0001209789,0.0002843674,0.0003774355,0.000319325,0.008826793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101522,"about_ca_system_score_gemma":0.0003018326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553884,"about_ca_topic_score_gemma":0.002752643,"domain_scores_codex":[0.9998908,0.00001178138,0.000009317192,0.0000173364,0.00003895373,0.00003175063],"domain_scores_gemma":[0.9998742,0.00001533257,0.00002691697,0.00001834536,0.00002904188,0.0000360829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002753634,0.0002349654,0.05483182,0.001234066,0.0000532345,0.04935753,0.0002554338,0.0003186704,0.01387513,0.01370737,0.276803,0.5890535],"study_design_scores_gemma":[0.00002772863,0.0001956514,0.08958966,0.0004757737,0.00004002736,0.1241179,0.0001643391,0.0003586317,0.003597397,0.0035452,0.7778706,0.00001707031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07733499,0.0148787,0.002135214,0.001494137,0.001370491,0.0003168116,0.00770063,0.000582568,0.8941864],"genre_scores_gemma":[0.5249291,0.01436557,0.004207494,0.001732441,0.0008169728,0.0001171077,0.00434565,0.0001671674,0.4493185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03289526,"threshold_uncertainty_score":0.1100456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148544474021966,"score_gpt":0.2643867413605859,"score_spread":0.2529012966203663,"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."}}