{"id":"W3156392024","doi":"10.1016/j.trecan.2021.03.002","title":"Synovial Sarcoma Oncogenesis Revealed by Single-Cell Profiling","year":2021,"lang":"en","type":"letter","venue":"Trends in cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Synovial sarcoma; Malignancy; Carcinogenesis; Sarcoma; Cancer research; Cell; Soft tissue sarcoma; Epigenetics; Biology; Pathology; Medicine; Cancer; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009070333,0.000534784,0.001061106,0.0002839367,0.00005009183,0.00003944447,0.0001610562,0.0007688194,0.00227983],"category_scores_gemma":[0.00001905603,0.0004735266,0.0003649265,0.0005962083,0.00006171953,0.00003709499,0.00007257579,0.00106756,0.00003434487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270912,"about_ca_system_score_gemma":0.0002179266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008201582,"about_ca_topic_score_gemma":0.000226132,"domain_scores_codex":[0.9972479,0.0001163793,0.0005494091,0.0008807432,0.0005704159,0.0006351979],"domain_scores_gemma":[0.9987722,0.0001767129,0.0002123447,0.0006464196,0.00008764669,0.0001046793],"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":[0.00005217852,0.0008532754,0.05055861,0.0003051024,0.0002043785,0.004507563,0.00005250509,0.000001158924,0.000916457,4.590267e-7,0.8362836,0.1062647],"study_design_scores_gemma":[0.00381154,0.0002635896,0.003174765,0.001063057,0.0007842759,0.00007651288,0.00002134632,0.000009253552,0.01609281,0.000004247049,0.974138,0.0005606349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1049185,0.1162517,0.000003473963,0.754179,0.002121938,0.0008005387,0.001038686,0.000189271,0.02049689],"genre_scores_gemma":[0.08317069,0.004623345,0.00213628,0.8161885,0.01260948,0.002549954,0.009249053,0.0005621067,0.06891058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1378543,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633923418100057,"score_gpt":0.3251535623130611,"score_spread":0.2617612205030554,"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."}}