{"id":"W2027091383","doi":"10.1007/s10585-014-9690-1","title":"Epithelial-mesenchymal transition (EMT) markers have prognostic impact in multiple primary oral squamous cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Clinical & Experimental Metastasis","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Krebsliga Schweiz; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Cyclin D1; Medicine; Epithelial–mesenchymal transition; Surgical oncology; Cancer; Pathology; Oncology; Metastasis; Immunohistochemistry; Internal medicine; Tissue microarray; Cancer research; Cell cycle","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"],"consensus_categories":[],"category_scores_codex":[0.00102095,0.000393515,0.001208526,0.0001488231,0.0001182114,0.00002435098,0.0001370124,0.000184769,0.0002953076],"category_scores_gemma":[0.000532643,0.0003151875,0.0006114637,0.0002148815,0.0003268698,0.0001423603,0.00008678178,0.0004579616,0.00008234394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055146,"about_ca_system_score_gemma":0.000160232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004552025,"about_ca_topic_score_gemma":0.00005526157,"domain_scores_codex":[0.9967164,0.0005234266,0.001025719,0.0006938243,0.0004163634,0.0006243032],"domain_scores_gemma":[0.9980276,0.0009135024,0.0001481623,0.0004070266,0.00006319379,0.0004405064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008472604,0.008612233,0.838556,0.0003950939,0.0002513772,0.0003978512,0.003002148,0.0000263828,0.07665384,0.00001254576,0.003448542,0.06017139],"study_design_scores_gemma":[0.01742477,0.009738829,0.8904302,0.0001307985,0.0003537815,0.00004569059,0.001948613,0.001633618,0.07622603,0.00002015468,0.001455497,0.0005920313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936843,0.001776497,0.00008415147,0.0004017063,0.0004009676,0.000961166,0.00007153654,0.00006962594,0.002550029],"genre_scores_gemma":[0.9963399,0.00004231761,0.001899096,0.001061931,0.0002851096,0.0001431548,0.00008629487,0.0000558075,0.00008644225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05957936,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666603505252233,"score_gpt":0.3707335900141294,"score_spread":0.314067554961607,"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."}}