{"id":"W2528018153","doi":"10.18632/oncotarget.12548","title":"Advances in sarcoma diagnostics and treatment","year":2016,"lang":"en","type":"review","venue":"Oncotarget","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sarcoma; Targeted therapy; Immune checkpoint; Wnt signaling pathway; Epigenetics; Epigenetic therapy; Bioinformatics; Receptor tyrosine kinase; Immunotherapy; Cancer research; Immune system; Immunology; Biology; Pathology; Cancer; Internal medicine; Signal transduction; Receptor; DNA methylation; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006587321,0.0004552456,0.001875862,0.0001954935,0.00003134152,0.00001429593,0.0000590221,0.0001964474,0.000139896],"category_scores_gemma":[0.00007958503,0.0002467311,0.0002834717,0.0001347994,0.00005941325,0.00005751197,0.0000405199,0.0001111504,0.0002079452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196318,"about_ca_system_score_gemma":0.0001907152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002239728,"about_ca_topic_score_gemma":0.00005207374,"domain_scores_codex":[0.998572,0.00006983924,0.0004350168,0.0004548319,0.0001549602,0.000313362],"domain_scores_gemma":[0.9985854,0.0007113423,0.0001447978,0.0003617126,0.00001930975,0.000177411],"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":[0.000008986473,0.0006149793,0.02110033,0.00161971,0.0000930083,0.0007486093,0.00001781713,5.91355e-9,1.540605e-8,0.0002215551,0.0004380343,0.9751369],"study_design_scores_gemma":[0.001433766,0.0004453602,0.00153367,0.01911246,0.0006812017,0.0001453115,0.000005635459,1.866512e-7,6.323494e-7,0.00008674525,0.9763316,0.0002234224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000903564,0.9938626,9.094538e-7,0.000183321,0.0001621993,0.001048183,0.0000971911,0.0000309289,0.004524331],"genre_scores_gemma":[0.00003549076,0.9982283,0.0003413599,0.00005887484,0.0002411356,0.0005599824,0.0001254558,0.00005465782,0.0003547051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9758936,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974356271643627,"score_gpt":0.3647407442039065,"score_spread":0.3249971814874702,"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."}}