{"id":"W2042661015","doi":"10.2310/7070.2003.11438","title":"HER2/neu and Ki-67 as Prognostic Indicators in Mucoepidermoid Carcinoma of Salivary Glands","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mucoepidermoid carcinoma; Medicine; Grading (engineering); Carcinoma; Salivary gland; Pathology; Malignancy; Immunohistochemistry; Staining; Oncology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007592161,0.0001903177,0.0001828034,0.001026056,0.0001577369,0.0003021735,0.0001735542,0.0001773969,0.0005795584],"category_scores_gemma":[0.003110314,0.0001325673,0.000111948,0.0008461839,0.0002125454,0.0002865873,0.0002380146,0.0001783198,0.0001245312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720726,"about_ca_system_score_gemma":0.0003550791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464623,"about_ca_topic_score_gemma":0.002192758,"domain_scores_codex":[0.9997429,0.0001002734,0.00002901841,0.00001901916,0.00006518304,0.000043619],"domain_scores_gemma":[0.998988,0.0003868014,0.000354325,0.00003395833,0.0001145697,0.0001223481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000330156,0.00001960146,0.9894968,0.00002702745,0.00001557391,0.0003311017,0.00004342628,0.0001282717,0.0006703025,0.00001649189,0.00006821425,0.008852933],"study_design_scores_gemma":[0.00003094479,0.0003651919,0.9929182,0.00002114968,0.00005801385,0.003964663,0.0001754502,0.0005524084,0.001040341,0.00006741138,0.0007991403,0.000007186009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972493,0.002115038,0.0002018999,0.0000335842,0.00000494423,0.00001147727,0.0001041493,0.000005534615,0.0002740468],"genre_scores_gemma":[0.9993232,0.0003508248,0.0001591715,0.000004806953,0.000006708008,0.000007848696,0.00009016954,6.954033e-7,0.0000565332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464623,"threshold_uncertainty_score":0.004015148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098692081765254,"score_gpt":0.2613490974580325,"score_spread":0.2503621766403799,"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."}}