{"id":"W2145344722","doi":"10.1007/s10585-013-9629-y","title":"Cooverexpression of ERBB1 and ERBB4 receptors predicts poor clinical outcome in pN+ oral squamous cell carcinoma with extranodal spread","year":2013,"lang":"en","type":"article","venue":"Clinical & Experimental Metastasis","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Internal medicine; Immunohistochemistry; Pathology; Gastroenterology; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001878966,0.0004360997,0.001624238,0.000195597,0.00006467145,0.00004150705,0.0003444652,0.0003990719,0.002103381],"category_scores_gemma":[0.0007924978,0.0003204052,0.0003628313,0.0003735453,0.001153423,0.0002502152,0.0003524181,0.001082711,0.000107696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545503,"about_ca_system_score_gemma":0.0002765091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075365,"about_ca_topic_score_gemma":0.00002487127,"domain_scores_codex":[0.9940171,0.0008803734,0.002367534,0.001035088,0.0009806762,0.000719288],"domain_scores_gemma":[0.9964874,0.001222185,0.0003791806,0.0007780801,0.0001800239,0.0009531567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002633345,0.00351587,0.957679,0.0002423516,0.00007026941,0.0001107886,0.000302862,0.000001130233,0.01319759,0.00001555095,0.005944543,0.01628675],"study_design_scores_gemma":[0.02725548,0.01653801,0.7560846,0.0004810118,0.0003028364,0.00006972495,0.002741067,0.0003314656,0.1907425,0.00004282467,0.004671438,0.0007390681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937416,0.001862832,0.0000241918,0.0005308401,0.0005329526,0.001786759,0.00005294239,0.0000523508,0.00141548],"genre_scores_gemma":[0.9912918,0.00009242158,0.007002236,0.0005051083,0.0002683573,0.0001855922,0.00003116575,0.0000868409,0.000536494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015944,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216542561638373,"score_gpt":0.4458009730392224,"score_spread":0.3241467168753852,"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."}}