{"id":"W3129568946","doi":"10.1111/odi.13809","title":"Trophoblast cell surface antigen 2 expression predicts outcome in oral squamous cell carcinomas","year":2021,"lang":"en","type":"article","venue":"Oral Diseases","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Lymph node; Cohort; Oncology; Internal medicine; Cancer; Antigen; Cell; Clinical significance; Pathology; Immunology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004895548,0.0002239287,0.0005434113,0.00005396002,0.00008637725,0.00002203067,0.00008284565,0.00007358709,0.0003706873],"category_scores_gemma":[0.00008759268,0.0001853657,0.0001463005,0.000256388,0.00006294665,0.00009496425,0.0001263743,0.0001576587,0.0000754925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009528328,"about_ca_system_score_gemma":0.0002472304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782935,"about_ca_topic_score_gemma":0.00008867724,"domain_scores_codex":[0.9984373,0.00008743758,0.0003135276,0.000416018,0.0003251402,0.0004205266],"domain_scores_gemma":[0.9991486,0.00006107389,0.00005448006,0.0003308513,0.00008581386,0.0003191656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002642974,0.0007467786,0.9371216,0.0003575557,0.000006450161,0.001044092,0.000250068,0.00003772051,0.04945237,0.000001691507,0.01050363,0.000213745],"study_design_scores_gemma":[0.003628371,0.0002996925,0.9315611,0.000140836,0.00009263566,0.000005796078,0.0005246745,0.00008786176,0.0584844,0.00001320165,0.004928976,0.0002324294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856882,0.009672468,0.0000109812,0.0003552673,0.0002515864,0.0002400945,0.0001339097,0.0000796775,0.00356779],"genre_scores_gemma":[0.9952491,0.000261855,0.0003432207,0.0003925072,0.00009859624,0.00001468561,0.00008088937,0.00003336928,0.003525796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009560854,"threshold_uncertainty_score":0.7558993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758348657252866,"score_gpt":0.2908543746343243,"score_spread":0.2632708880617957,"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."}}