{"id":"W2997747037","doi":"10.1002/9780471420194.tnmc21.pub2","title":"Lung","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Medicine; Lymph node metastasis; Stage (stratigraphy); Metastasis; Lymph node; Lymph; Pathology; Cancer; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003296847,0.0005616583,0.0003914038,0.001282041,0.0005744622,0.001449052,0.0005263785,0.0005013914,0.252335],"category_scores_gemma":[0.0006165445,0.0001464036,0.000662399,0.001011762,0.0001411582,0.0005190317,0.0007971248,0.0007577113,0.1420742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007323864,"about_ca_system_score_gemma":0.001065972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003676919,"about_ca_topic_score_gemma":0.004734401,"domain_scores_codex":[0.9997686,0.00002193253,0.0000156517,0.00004292158,0.0000964595,0.00005459227],"domain_scores_gemma":[0.9997622,0.00002088606,0.00001932619,0.00004285468,0.00007744941,0.00007719833],"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":[0.0002940007,0.0001672918,0.007044002,0.0006180072,0.00005320404,0.001335288,0.00004621349,0.0002349338,0.003666924,0.006680882,0.5372852,0.442574],"study_design_scores_gemma":[0.00004938419,0.00007012753,0.009669814,0.0001528553,0.00003060238,0.001860019,0.00003229618,0.0002110187,0.001417026,0.001970589,0.9845276,0.000008760063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01069904,0.01003195,0.004818035,0.003840522,0.002134181,0.0004357572,0.05499857,0.002716446,0.9103255],"genre_scores_gemma":[0.07646044,0.006311805,0.003870813,0.004069668,0.00127984,0.0003048892,0.07290844,0.0005164963,0.8342776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7476649,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105584880677139,"score_gpt":0.3233657698680065,"score_spread":0.3123099210612351,"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."}}