{"id":"W4250043893","doi":"10.1002/9780471420194.tnmm56","title":"Soft tissue","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation therapy; Head and neck; Medicine; Soft tissue; Brachytherapy; External beam radiotherapy; Soft tissue sarcoma; Radiology; Particle therapy; Surgery","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":[0.00001829271,0.0001990411,0.0004141986,0.00009443592,0.00002694295,0.00001031215,0.00009659865,0.0001988642,0.02496875],"category_scores_gemma":[0.00005057665,0.0001477708,0.00008151417,0.00001982497,0.00004316321,0.000006712471,0.00003648466,0.0001211384,0.00150377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032094,"about_ca_system_score_gemma":0.00006323137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002840919,"about_ca_topic_score_gemma":0.0003965912,"domain_scores_codex":[0.9993594,0.00000681257,0.00008934937,0.0002315914,0.0001539909,0.0001588007],"domain_scores_gemma":[0.9990503,0.00002088492,0.0001204274,0.0006861938,0.00001700542,0.0001052321],"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":[0.000006558465,0.0004984193,0.0008682308,0.00005215051,0.0001355778,0.0004424601,0.000004578819,5.891648e-9,0.000005686891,0.00001390297,0.8621756,0.1357968],"study_design_scores_gemma":[0.0008453353,0.00009675187,0.003646492,0.0007762777,0.0002355907,0.00004606426,0.00000204319,0.000001892149,0.0000438189,0.00001106345,0.9941698,0.0001248147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007908167,0.0130327,0.000008251898,0.001765566,0.0003784422,0.0004783796,0.002296289,0.0002624581,0.9816988],"genre_scores_gemma":[0.0003133922,0.001073778,0.001996536,0.0004451361,0.001655295,0.00003117287,0.002790515,0.000320459,0.9913737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.135672,"threshold_uncertainty_score":0.9992737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360159478581511,"score_gpt":0.351696218604506,"score_spread":0.3180946238186909,"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."}}