{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004526113,0.0001862031,0.0004366532,0.0002946557,0.000009364123,0.000003386328,0.00008994887,0.0002744271,0.0594145],"category_scores_gemma":[0.00002873529,0.0001513275,0.0001263536,0.00009976574,0.00005214335,0.000003948633,0.00005163144,0.000256313,0.0002844915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001836718,"about_ca_system_score_gemma":0.00004777116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002181422,"about_ca_topic_score_gemma":0.0009344004,"domain_scores_codex":[0.9991683,0.00001160871,0.0002296204,0.0002240715,0.0002162727,0.0001501352],"domain_scores_gemma":[0.9992025,0.00001247943,0.0001869032,0.0004780779,0.00002971392,0.00009031376],"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":[0.00006273414,0.0003783732,0.00003287605,0.0003622126,0.0001984164,0.0002427727,0.00002273635,5.923843e-8,0.002236028,0.0001622638,0.9556853,0.04061619],"study_design_scores_gemma":[0.0005471209,0.0002172657,0.0002312649,0.0002896952,0.0001563792,0.0001996039,0.00002507512,0.00001673877,0.0006468098,0.00001027563,0.997525,0.0001347758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001318671,0.00033535,0.00006878177,0.0003976006,0.0008751696,0.0005844733,0.00098049,0.0002537611,0.9951857],"genre_scores_gemma":[0.001555085,0.0001610336,0.00309675,0.0002720756,0.0008934039,0.00000908921,0.0006791705,0.0002766268,0.9930568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05913001,"threshold_uncertainty_score":0.9414453,"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."}}