{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601919,0.00009970583,0.0005082914,0.0001363788,0.00001179385,0.000001886912,0.000090118,0.0000788008,0.0007875317],"category_scores_gemma":[0.00004420873,0.00007089806,0.0001265458,0.0001094142,0.00003465296,0.00002634048,0.0000398839,0.00007024279,0.0001959212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007750964,"about_ca_system_score_gemma":0.000117791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003298921,"about_ca_topic_score_gemma":0.000008191221,"domain_scores_codex":[0.9990028,0.00008251941,0.0004196934,0.000200158,0.0001654768,0.0001293977],"domain_scores_gemma":[0.9985666,0.0005539024,0.000249834,0.0004006035,0.0001762703,0.00005284883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008896111,0.002378175,0.4920506,0.00011046,0.0003407192,0.00001277991,0.0004023856,0.00001203003,0.1641127,0.002354447,0.0007424912,0.3365936],"study_design_scores_gemma":[0.004767223,0.002816724,0.9573886,0.00006335915,0.0002903966,0.00008467751,0.0001784557,0.0002499981,0.02618906,0.001130426,0.006763604,0.00007742624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936323,0.001427511,0.00006172193,0.0007945155,0.000118122,0.0006616461,0.0000109697,0.00001267098,0.003280547],"genre_scores_gemma":[0.997126,0.000334478,0.00206115,0.0002619756,0.0000195996,0.00004762231,0.00002473525,0.00001372597,0.0001107309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653381,"threshold_uncertainty_score":0.862292,"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."}}