{"id":"W2898432988","doi":"10.1093/annonc/mdy287.034","title":"Genomic profiling and matched therapy for recurrent or metastatic malignant salivary gland tumors","year":2018,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Oncology; HRAS; Fluorescence in situ hybridization; Adenoid cystic carcinoma; Pathology; KRAS; Cancer; Carcinoma","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":[0.0007610647,0.0003312976,0.0006298699,0.0003204131,0.0001526548,0.0004000117,0.0002802123,0.000328382,0.002289352],"category_scores_gemma":[0.0005344476,0.0001200032,0.0004486306,0.0002551849,0.0002611682,0.0004458801,0.0003935357,0.0005021833,0.0003317154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569117,"about_ca_system_score_gemma":0.0003968575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001723182,"about_ca_topic_score_gemma":0.0004842115,"domain_scores_codex":[0.999675,0.0001124098,0.00002689208,0.00007629169,0.00005982998,0.00004956372],"domain_scores_gemma":[0.99972,0.0000521648,0.00009865869,0.00003219516,0.00001854932,0.00007827398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1657304,0.01516196,0.1093187,0.001081318,0.001235774,0.0006751571,0.0003562894,0.005020525,0.1120148,0.0006131871,0.0023049,0.5864869],"study_design_scores_gemma":[0.0327123,0.6453347,0.2406641,0.000156552,0.00111206,0.004224393,0.0003611601,0.005515514,0.0553209,0.001066521,0.01348171,0.00005002917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967026,0.001472115,0.0005078923,0.0000749606,0.00002464899,0.0002269465,0.0001924741,0.00004175195,0.0007566609],"genre_scores_gemma":[0.9975024,0.0005210833,0.0008249155,0.0001281122,0.00002495023,0.0001463882,0.0004856903,0.000007866858,0.0003585403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289352,"threshold_uncertainty_score":0.00765866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550874083438651,"score_gpt":0.4170115692130755,"score_spread":0.2619241608692104,"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."}}