{"id":"W2289328507","doi":"10.1016/j.ijrobp.2015.12.285","title":"Genomic Profiling and Matched Therapy for Recurrent or Metastatic Malignant Salivary Gland Tumors (MSGT): Preliminary Results","year":2016,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; HRAS; Internal medicine; Amplicon; Oncology; Fluorescence in situ hybridization; Concordance; Targeted therapy; Metastatic breast cancer; Immunohistochemistry; Pathology; Cancer; Breast cancer; KRAS; Gene","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":[0.0007019904,0.0004618867,0.0006573986,0.0006200597,0.0003620861,0.0006817026,0.0003480341,0.0005495506,0.001701009],"category_scores_gemma":[0.0009119366,0.0001819447,0.0006687313,0.0007018723,0.0003959451,0.0003764961,0.0004738539,0.0004418026,0.0004018212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216732,"about_ca_system_score_gemma":0.0003063976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353937,"about_ca_topic_score_gemma":0.001881126,"domain_scores_codex":[0.9992361,0.0001671386,0.00003563449,0.0002418999,0.0002084808,0.0001108127],"domain_scores_gemma":[0.9997311,0.00008993173,0.00005048708,0.00005151767,0.00003630796,0.00004056139],"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":[0.01385528,0.002053058,0.2636874,0.0005361584,0.0009264222,0.0009321682,0.0005437688,0.00298072,0.4123091,0.0005348062,0.001436392,0.3002048],"study_design_scores_gemma":[0.0004810279,0.01226002,0.8063592,0.00005038314,0.001618797,0.003639456,0.0005411019,0.006352708,0.1548381,0.001239924,0.0125643,0.00005505198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838163,0.007063427,0.004328545,0.0003610411,0.00007588282,0.0001430285,0.001625142,0.0001276799,0.002458928],"genre_scores_gemma":[0.989815,0.001743816,0.004489212,0.0003031249,0.00007035633,0.00008896062,0.002045089,0.00003770646,0.0014067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701009,"threshold_uncertainty_score":0.005690396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348114592602706,"score_gpt":0.3508822463264756,"score_spread":0.3074011004004485,"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."}}