{"id":"W2952198271","doi":"10.1200/po.18.00325","title":"Therapeutic Implication of Genomic Landscape of Adult Metastatic Sarcoma","year":2019,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Kelowna General Hospital; University of British Columbia","funders":"Common Fund; National Institutes of Health; National Cancer Institute; BC Cancer Foundation; Genome British Columbia; American Society of Clinical Oncology","keywords":"Sarcoma; Biology; Copy-number variation; Cancer research; Transcriptome; Cancer; Carcinogenesis; Trabectedin; Genome; Gene; Medicine; Genetics; Pathology; Soft tissue sarcoma; Gene expression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001465412,0.0001657285,0.0002287114,0.00029002,0.00009392083,0.0002754482,0.00009629817,0.0001851182,0.0009690232],"category_scores_gemma":[0.0003808805,0.00008819057,0.0001300086,0.0002740659,0.0001609027,0.0001463223,0.0001825837,0.0001712909,0.0001646316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162225,"about_ca_system_score_gemma":0.0001230458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002507171,"about_ca_topic_score_gemma":0.0004216856,"domain_scores_codex":[0.9998879,0.00002181656,0.000004806579,0.0000371256,0.00003266376,0.00001572263],"domain_scores_gemma":[0.9998844,0.00002357024,0.00005292735,0.000007948355,0.00001480003,0.00001642397],"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":[0.000975979,0.0001018813,0.2354515,0.0002713017,0.000130198,0.001340747,0.0001569425,0.002390724,0.6968436,0.0004548889,0.0006128487,0.06126947],"study_design_scores_gemma":[0.00004258557,0.001078655,0.8906427,0.00003966377,0.0002034832,0.007626378,0.0003699754,0.0078165,0.08584259,0.001109521,0.005211746,0.00001616739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955893,0.001402126,0.001591337,0.00007204265,0.000005075657,0.00001387552,0.0005071288,0.00003461246,0.0007845251],"genre_scores_gemma":[0.998326,0.0003587865,0.0006624518,0.00004497327,0.000005933469,0.000009004824,0.0004030386,0.000006408052,0.0001834321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009690232,"threshold_uncertainty_score":0.003241718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712058824615521,"score_gpt":0.3384776224561564,"score_spread":0.3113570342100012,"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."}}