{"id":"W2907262390","doi":"10.15562/tcp.68","title":"Surgical Trend in Ewing’s sarcoma: from the Limb Amputation to the Extended Curettage","year":2018,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amputation; Curettage; Sarcoma; Medicine; Ewing's sarcoma; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002352761,0.0001198175,0.0001633097,0.0000175067,0.00013252,0.00003839326,0.0002446421,0.00003813817,0.000215851],"category_scores_gemma":[0.00003572923,0.00004797209,0.00006713725,0.000144649,0.0001041171,0.0000304781,0.00008126177,0.0001432013,0.00003366332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008920215,"about_ca_system_score_gemma":0.0000333981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394395,"about_ca_topic_score_gemma":0.00472126,"domain_scores_codex":[0.9990337,0.0001429625,0.0001619506,0.0002230854,0.0002299612,0.0002083072],"domain_scores_gemma":[0.9989142,0.0004564389,0.00004657437,0.0004961755,0.00003237075,0.00005421072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002874179,0.001701429,0.1435472,0.00002992077,0.0009891271,0.0003672142,0.04573455,0.0003036619,0.0005763571,0.002753453,0.1919251,0.6091978],"study_design_scores_gemma":[0.002919707,0.000252341,0.7167219,0.0001701403,0.0003024302,0.00002168564,0.0004989734,0.0006989684,0.005282377,0.0006179736,0.2723655,0.0001479553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442683,0.01033237,0.00002034316,0.04271054,0.0003556282,0.0007021928,0.00005792448,0.00003145314,0.001521216],"genre_scores_gemma":[0.9959245,0.0002336393,0.00003405249,0.002200864,0.001018213,0.0003436259,0.00001454676,0.00001541113,0.0002151392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6090499,"threshold_uncertainty_score":0.5131333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04205388682101054,"score_gpt":0.3394435635006859,"score_spread":0.2973896766796754,"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."}}