{"id":"W3152829238","doi":"10.1016/j.neo.2021.03.008","title":"SalvGlandDx – a comprehensive salivary gland neoplasm specific next generation sequencing panel to facilitate diagnosis and identify therapeutic targets","year":2021,"lang":"en","type":"article","venue":"Neoplasia","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Stiftung Max und Sophielène Iten-Kohaut; Universitätsspital Zürich; F. Hoffmann-La Roche; Roche","keywords":"Mucoepidermoid carcinoma; Salivary gland; Adenoid cystic carcinoma; Adenocarcinoma; Pathology; Fusion gene; Biology; Cancer research; Carcinoma; Cancer; Medicine; Gene; Genetics","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":[0.0007961873,0.0005639903,0.0003572377,0.001136859,0.0002677094,0.0005041511,0.0003115664,0.000580108,0.002015787],"category_scores_gemma":[0.0008147396,0.0002295351,0.0003807425,0.0003715889,0.0002124599,0.0002153256,0.0005829961,0.0004838133,0.0006204096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805255,"about_ca_system_score_gemma":0.000439797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152202,"about_ca_topic_score_gemma":0.002620373,"domain_scores_codex":[0.9994227,0.0001167258,0.00004202615,0.0001653651,0.0001871915,0.00006599563],"domain_scores_gemma":[0.9996594,0.000109636,0.00004432328,0.00003848282,0.00009744769,0.00005070589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006643273,0.00006602115,0.06412814,0.0003299846,0.0001526198,0.003120485,0.0003027849,0.003461629,0.7999151,0.0008628328,0.007460434,0.1195356],"study_design_scores_gemma":[0.0001567268,0.001174717,0.1707218,0.0002145514,0.0004174681,0.02187929,0.0003060014,0.03644952,0.6373755,0.002593435,0.1286035,0.0001075436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.882053,0.007417617,0.07714382,0.001177409,0.0001466111,0.0005517527,0.0135516,0.002598699,0.01535956],"genre_scores_gemma":[0.8551073,0.002028726,0.1130516,0.001539533,0.00008700828,0.0005206596,0.02212076,0.000227438,0.005317057],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002015787,"threshold_uncertainty_score":0.006743491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2225907170172925,"score_gpt":0.3071624231030762,"score_spread":0.08457170608578377,"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."}}