{"id":"W4414494221","doi":"10.1158/1538-7445.pediatric25-a015","title":"Abstract A015: Targetable gene dependencies in Ewing sarcoma subtypes","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; SickKids Foundation","funders":"","keywords":"Sarcoma; Fusion gene; Cancer; Overall survival; Gene; Disease; Survival analysis; Transcriptome","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004566842,0.0003128603,0.0003322066,0.0008510399,0.0003740728,0.0004968091,0.0002319497,0.0002448124,0.002019908],"category_scores_gemma":[0.0009399739,0.0001499249,0.0004432898,0.000596652,0.0002748134,0.0002194151,0.000388644,0.0004185953,0.0005408605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781808,"about_ca_system_score_gemma":0.0003829583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704125,"about_ca_topic_score_gemma":0.002329477,"domain_scores_codex":[0.9996648,0.00002932558,0.00002696767,0.0001593324,0.00007971944,0.00003989648],"domain_scores_gemma":[0.9993562,0.0002033238,0.0001909715,0.0000889166,0.00009492687,0.00006558133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001375739,0.0001947766,0.3927834,0.0002693758,0.0001939246,0.000369211,0.000310875,0.007722299,0.5520766,0.001175023,0.001794777,0.04173389],"study_design_scores_gemma":[0.00005277782,0.0006089989,0.7985434,0.00004224142,0.0003448777,0.001999243,0.0003805689,0.04033132,0.1453609,0.002728685,0.009541429,0.00006556821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914717,0.0003160333,0.004167533,0.00004756443,0.00000890381,0.0000281142,0.002736405,0.000162928,0.001060805],"genre_scores_gemma":[0.9907098,0.00009956339,0.002828442,0.00004099277,0.000008541408,0.00003505004,0.005362191,0.00005260997,0.0008629861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002019908,"threshold_uncertainty_score":0.006757259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09356385813911976,"score_gpt":0.424077510300553,"score_spread":0.3305136521614332,"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."}}