{"id":"W2997325578","doi":"10.1002/9780471420194.tnmc25.pub2","title":"Soft Tissues","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Metastasis; Lymph node; Medicine; Pathology; Cancer; Biology; Internal medicine; Paleontology","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":[0.00001721948,0.0001980977,0.0003793299,0.0001156714,0.00001188566,0.000006170519,0.00006000093,0.0002847001,0.06853364],"category_scores_gemma":[0.00003404695,0.0001439177,0.00009527748,0.00005076691,0.0000380491,0.000004786983,0.0000259383,0.0002293978,0.001419527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777072,"about_ca_system_score_gemma":0.00004743963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200605,"about_ca_topic_score_gemma":0.0006935807,"domain_scores_codex":[0.9993443,0.000006467892,0.0001150421,0.0002217688,0.0001582972,0.0001541265],"domain_scores_gemma":[0.9993733,0.00002883527,0.00006977699,0.0004043491,0.00001815321,0.0001056482],"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":[0.000007032967,0.0007797548,0.001927417,0.00004654777,0.0001274897,0.0002399447,0.000009474104,4.042471e-9,0.00001809438,0.00003135912,0.9125603,0.08425258],"study_design_scores_gemma":[0.0006753683,0.00007932564,0.002941694,0.0003302883,0.0002045845,0.00004337363,0.000005285047,0.000002522647,0.0000630357,0.00001697157,0.9955145,0.0001230466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007905037,0.01419472,0.000006186814,0.002896175,0.0006823092,0.0006611987,0.002754925,0.0006079226,0.9774061],"genre_scores_gemma":[0.0003394361,0.0007419162,0.005546453,0.0006851166,0.001992399,0.00003291484,0.003385219,0.000408133,0.9868684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08412953,"threshold_uncertainty_score":0.999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230552452625552,"score_gpt":0.3245374342250947,"score_spread":0.3022319096988392,"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."}}