{"id":"W4412193111","doi":"10.1002/oto2.70147","title":"Carcinoma ex Pleomorphic Adenoma: Multi‐Institutional Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"OTO Open","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Carcinoma ex pleomorphic adenoma; Lymphovascular invasion; Cohort; Oncology; Retrospective cohort study; Internal medicine; Proportional hazards model; Univariate analysis; Surgery; Confidence interval; Multivariate analysis; Metastasis; Cancer; Pleomorphic adenoma; Salivary gland","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":[0.000953822,0.0003582093,0.0004927414,0.001022754,0.0008476958,0.0008102657,0.0005002868,0.0004299507,0.001748495],"category_scores_gemma":[0.001368885,0.0006408778,0.0005794803,0.001515292,0.0002988128,0.0007310089,0.0008301115,0.0005384021,0.0003734922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342369,"about_ca_system_score_gemma":0.000644079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339929,"about_ca_topic_score_gemma":0.006545268,"domain_scores_codex":[0.999233,0.0001233318,0.0001063068,0.0002901757,0.0001278164,0.0001193749],"domain_scores_gemma":[0.9987738,0.0001695155,0.0004893626,0.0002234649,0.0001368983,0.0002069517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001643656,0.00006450786,0.9982364,0.00001844151,0.0001064127,0.0003258278,0.00008181095,0.00002733931,0.0002105156,0.00002092952,0.0001501705,0.0005932414],"study_design_scores_gemma":[0.00006073595,0.0003815524,0.9954169,0.00001965771,0.0001455164,0.002174346,0.0004764054,0.0003956744,0.0001346513,0.00004287898,0.0007369615,0.00001463054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982536,0.0001900497,0.0001806731,0.00002112133,0.00000631879,0.00006739952,0.00107779,0.000005206769,0.0001977911],"genre_scores_gemma":[0.9984646,0.0001094134,0.0002029073,0.00003985162,0.00001218433,0.00007100756,0.0009890927,0.000002904399,0.0001081346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339929,"threshold_uncertainty_score":0.008629322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290034506311042,"score_gpt":0.3318725666837608,"score_spread":0.2989722216206504,"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."}}