{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402407,0.0005937101,0.0003616359,0.001203517,0.0008698662,0.001937143,0.0007035304,0.0008677056,0.2012947],"category_scores_gemma":[0.00289109,0.0001599086,0.0004848976,0.0008020889,0.000461301,0.001051268,0.001359703,0.001260877,0.1110381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006826425,"about_ca_system_score_gemma":0.001627839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254038,"about_ca_topic_score_gemma":0.001336681,"domain_scores_codex":[0.9993457,0.00007309137,0.00006921828,0.00008423298,0.0003125942,0.0001151531],"domain_scores_gemma":[0.9989076,0.000140727,0.0001305698,0.0001453629,0.0004117824,0.0002640801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001942986,0.0001223329,0.003864647,0.001275998,0.00004446913,0.007344664,0.0001644287,0.0004164817,0.004292891,0.01522573,0.4148587,0.5521953],"study_design_scores_gemma":[0.00001678747,0.00004529839,0.00141171,0.0005956193,0.00001819788,0.01170206,0.00008449377,0.000105487,0.0009491076,0.003035874,0.9820249,0.00001048105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01292959,0.03222721,0.01139658,0.01478978,0.008817241,0.0005048869,0.01201156,0.001560862,0.9057622],"genre_scores_gemma":[0.1428857,0.03932479,0.01117323,0.01586298,0.007543404,0.0004785106,0.02386457,0.001089056,0.7577777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2012947,"threshold_uncertainty_score":0.6733978,"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."}}