{"id":"W2108097215","doi":"10.1158/1078-0432.ccr-15-0831","title":"New Strategies in Sarcoma: Linking Genomic and Immunotherapy Approaches to Molecular Subtype","year":2015,"lang":"en","type":"review","venue":"Clinical Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunotherapy; Sarcoma; Cancer immunotherapy; Medicine; Cancer; Computational biology; Biology; Genetics; Pathology","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":[0.0009440873,0.0006238858,0.001045845,0.002644164,0.0002977296,0.0009955748,0.0006402507,0.001135843,0.002947714],"category_scores_gemma":[0.001108862,0.0002667928,0.0005662698,0.001628054,0.0007346933,0.001906916,0.0008039549,0.00222,0.001486326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006415118,"about_ca_system_score_gemma":0.00097319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008233901,"about_ca_topic_score_gemma":0.001760815,"domain_scores_codex":[0.9997441,0.00006242667,0.0000393101,0.00004543686,0.00008792186,0.00002070235],"domain_scores_gemma":[0.999478,0.0003231444,0.00004779362,0.00001728166,0.000102722,0.000031072],"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":[0.00004485425,0.00007561322,0.0002716238,0.01149357,0.00007841729,0.0002717116,0.00008648141,0.0004165503,0.002030613,0.007822223,0.01788672,0.9595216],"study_design_scores_gemma":[0.0000161226,0.0001159938,0.0007775577,0.004137269,0.000113694,0.002311895,0.0001151642,0.0001618304,0.000978313,0.005541866,0.9857056,0.00002474449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001051876,0.9979127,0.0002926769,0.0006504986,0.0001671905,0.000004398333,0.000009557989,0.000007367867,0.0008503614],"genre_scores_gemma":[0.0008612608,0.9977661,0.000384724,0.0003717332,0.0002206571,0.000006131673,0.0000193083,0.000001621526,0.0003683756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002947714,"threshold_uncertainty_score":0.009861112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6559328705354502,"score_gpt":0.5692865870122779,"score_spread":0.08664628352317238,"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."}}