{"id":"W3148131693","doi":"10.1002/0471463736.tnmp27.pub2","title":"Soft Tissue Sarcomas","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Disease; Soft tissue sarcoma; Intensive care medicine; Sarcoma; Pathology","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":[0.00002159487,0.0002974535,0.0005329762,0.0001840079,0.00001786673,0.000008443249,0.00007785425,0.0002602123,0.01506322],"category_scores_gemma":[0.00001987908,0.0002311527,0.0001191039,0.0001025397,0.00004480418,0.000006830497,0.00003441391,0.0001662892,0.001081742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006327335,"about_ca_system_score_gemma":0.00006640381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008039215,"about_ca_topic_score_gemma":0.001008093,"domain_scores_codex":[0.9989839,0.00001440378,0.0001960301,0.0003213181,0.0002394018,0.0002449201],"domain_scores_gemma":[0.9992353,0.00003956758,0.0001057828,0.0004843025,0.00002210261,0.0001129356],"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":[0.000009016462,0.001309786,0.002524817,0.00007324782,0.0001329914,0.0005796345,0.000004033647,8.095863e-8,0.00001372369,0.00004061132,0.9369965,0.05831551],"study_design_scores_gemma":[0.001151359,0.0001279784,0.007092642,0.0004457614,0.000283847,0.00006960119,0.00000352398,0.000004549437,0.00007370284,0.00002575714,0.9905292,0.0001920887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000225989,0.02362322,0.00002715968,0.001920361,0.000324537,0.0007538574,0.0034586,0.0005676302,0.9690986],"genre_scores_gemma":[0.0005373563,0.000357313,0.00476368,0.0007275171,0.001952987,0.00004543038,0.008618499,0.0005504349,0.9824468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05812342,"threshold_uncertainty_score":0.999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970341135796426,"score_gpt":0.3086493316379831,"score_spread":0.2889459202800189,"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."}}