{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007631093,0.0001502687,0.0005481368,0.0004135338,0.00003748683,0.000004118208,0.0001036882,0.00009369203,0.0001247976],"category_scores_gemma":[0.0003983929,0.00008709428,0.00009016651,0.0002956634,0.000155283,0.0000541634,0.00002841062,0.000300461,0.000005939241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364179,"about_ca_system_score_gemma":0.0001708963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121041,"about_ca_topic_score_gemma":0.00001531272,"domain_scores_codex":[0.9985381,0.0003755965,0.0005578331,0.0001109327,0.000193379,0.0002241259],"domain_scores_gemma":[0.9986648,0.0005835989,0.0003569774,0.0001939026,0.00006191983,0.0001387819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003248297,0.0004719895,0.9958795,0.00005217304,0.0001282069,0.001097111,0.0005790684,0.000001860084,0.0001477703,0.001012407,0.0001196341,0.000185452],"study_design_scores_gemma":[0.003160947,0.002159978,0.9785678,0.0001246506,0.0002853261,0.0115024,0.0001735643,0.000005549733,0.003021921,0.0006367681,0.0002903923,0.00007063698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928414,0.00404763,0.000004670383,0.001065518,0.0001178779,0.0002763099,0.000001764807,0.00000413519,0.001640668],"genre_scores_gemma":[0.9986072,0.0007273997,0.0001362729,0.000421999,0.00005367061,0.000006786868,0.000002330801,0.00001575887,0.00002863848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731163,"threshold_uncertainty_score":0.3551602,"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."}}