{"id":"W4224019317","doi":"10.3390/ijms23084322","title":"Diagnostic Value of MAML2 Rearrangements in Mucoepidermoid Carcinoma","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; World Health Organization","keywords":"Mucoepidermoid carcinoma; Value (mathematics); Carcinoma; Medicine; Cancer research; Internal medicine; Oncology; Biology; Chemistry; Mathematics; Statistics","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":[0.01370571,0.0002843463,0.0002930734,0.001189858,0.0003910543,0.0008924638,0.0004723625,0.000580551,0.001201918],"category_scores_gemma":[0.0340978,0.0002608951,0.000421065,0.0006001968,0.0006072634,0.0008668739,0.001423331,0.0005156572,0.0003793014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168699,"about_ca_system_score_gemma":0.0004351041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521935,"about_ca_topic_score_gemma":0.001193308,"domain_scores_codex":[0.9919571,0.004639747,0.0007738678,0.0007311079,0.001365023,0.0005332247],"domain_scores_gemma":[0.9859757,0.00814053,0.002302669,0.0006134431,0.00211022,0.000857386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004484691,0.00003531744,0.9546494,0.0002047174,0.00005618926,0.00140303,0.001933687,0.0006188523,0.007827276,0.0001050387,0.0005602486,0.03215767],"study_design_scores_gemma":[0.00001441153,0.0007535862,0.9677481,0.000298008,0.0001064547,0.009874121,0.003931741,0.0044189,0.007517727,0.0005068591,0.004761869,0.0000681821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995021,0.00139981,0.0007530747,0.0005926643,0.00002549305,0.00003522771,0.000130301,0.00001291631,0.002029542],"genre_scores_gemma":[0.9986174,0.0003474321,0.0007893097,0.00006597021,0.00001259212,0.000009062244,0.00009110028,0.000002279603,0.00006479963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370571,"threshold_uncertainty_score":0.07248354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912212498158134,"score_gpt":0.30667246738144,"score_spread":0.2875503423998587,"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."}}