{"id":"W2997322954","doi":"10.1002/9780471420194.tnmm04","title":"Principles of Cancer Staging","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"TNM staging system; Medicine; Cancer; Staging system; Oncology; Distant metastasis; Stage (stratigraphy); Lymph node; Cancer staging; Lymph node metastasis; Disease; Internal medicine; AJCC staging system; Metastasis; Biology","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":[0.005040347,0.001158343,0.001281515,0.006015576,0.00148495,0.004463519,0.002623808,0.001456862,0.01985298],"category_scores_gemma":[0.009863626,0.000337441,0.001173738,0.00508403,0.001931512,0.002153443,0.002136036,0.003242728,0.01650787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003315377,"about_ca_system_score_gemma":0.007643255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008943431,"about_ca_topic_score_gemma":0.008630773,"domain_scores_codex":[0.9963573,0.001138379,0.0004434493,0.0004410207,0.001347599,0.0002722238],"domain_scores_gemma":[0.996051,0.0007192292,0.0003761061,0.0004478121,0.002072493,0.0003333199],"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":[0.00008680176,0.00003489023,0.003392837,0.001278382,0.00006119918,0.0003459378,0.0006176927,0.0009656752,0.00043603,0.1090291,0.4993728,0.3843786],"study_design_scores_gemma":[0.00001017299,0.00002784866,0.001258388,0.0009676837,0.00001813871,0.0007239203,0.0001301201,0.000192496,0.00008489033,0.01486684,0.9817035,0.00001609381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004545643,0.2868751,0.1847803,0.06850889,0.02421226,0.003022396,0.03328888,0.003862113,0.3909044],"genre_scores_gemma":[0.1027076,0.2810974,0.2427392,0.02644703,0.01749151,0.006552283,0.05586891,0.001672715,0.2654232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01985298,"threshold_uncertainty_score":0.06641477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139056889505708,"score_gpt":0.3757026594070146,"score_spread":0.3143120905119576,"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."}}