{"id":"W2998290766","doi":"10.1002/9780471420194.tnmc25.pub3","title":"Soft Tissues","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Soft tissue; Mediastinum; Connective tissue; Pathology; Medicine; Radiology; Anatomy","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":[],"category_scores_codex":[0.00001358705,0.0001687455,0.0003809434,0.00007257885,0.00002208788,0.00001045065,0.00007199099,0.0001441415,0.02940003],"category_scores_gemma":[0.00002453143,0.0001272901,0.00008992265,0.00001589773,0.0000421046,0.000006428686,0.00002914153,0.00009849495,0.0006849755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004791547,"about_ca_system_score_gemma":0.00007675219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008259118,"about_ca_topic_score_gemma":0.001372771,"domain_scores_codex":[0.9994435,0.000003927148,0.00007601093,0.000209828,0.0001360864,0.0001306399],"domain_scores_gemma":[0.9992208,0.00001177649,0.0001098664,0.0005558583,0.00001566184,0.00008601916],"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":[0.000009384391,0.0002918261,0.0004668129,0.00007724253,0.0001628417,0.0001437658,0.000008091851,1.038767e-8,0.000001549364,0.00001035629,0.9137952,0.0850329],"study_design_scores_gemma":[0.0007725363,0.0001311323,0.001517759,0.001251167,0.0002328884,0.00001539009,0.000002246057,0.00000180298,0.00002057395,0.00000898464,0.9959359,0.00010959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003335818,0.01650814,0.000004763281,0.002060937,0.0004313603,0.0003833075,0.002965679,0.0002204861,0.977392],"genre_scores_gemma":[0.000120068,0.004041725,0.001120863,0.0003196753,0.002220182,0.00003167968,0.002317386,0.000255059,0.9895734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0849233,"threshold_uncertainty_score":0.9714872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327917666907471,"score_gpt":0.3638665945131183,"score_spread":0.3305874178440436,"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."}}