{"id":"W4406690075","doi":"10.1159/000543554","title":"Trop2 Expression in Correlation to the Molecular Subtype in Vulvar Squamous Cell Carcinomas","year":2025,"lang":"en","type":"article","venue":"Pathobiology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia","funders":"Universität Leipzig","keywords":"Immunohistochemistry; Medicine; Targeted therapy; Monoclonal antibody; Cancer; Cancer research; Vulvar cancer; Immunotherapy; Oncology; Antibody; Pathology; Internal medicine; Immunology","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":[0.0003689771,0.0001575542,0.0001705141,0.0008264544,0.0001978736,0.0004229548,0.00022463,0.000308558,0.002522018],"category_scores_gemma":[0.0007652179,0.0001361695,0.0001471482,0.0004339836,0.0002488908,0.0002381097,0.0002687031,0.0001874411,0.0004164282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612749,"about_ca_system_score_gemma":0.0001093932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219406,"about_ca_topic_score_gemma":0.0008968329,"domain_scores_codex":[0.999803,0.00003511278,0.00002815714,0.00004104885,0.00005187829,0.00004085954],"domain_scores_gemma":[0.9994854,0.0001120357,0.0001867523,0.00003672464,0.00009818636,0.0000810129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002499187,0.00001443411,0.9878368,0.00002173688,0.00001733093,0.0003702736,0.00006136963,0.00004936722,0.009022509,0.00001961003,0.00006054831,0.002276088],"study_design_scores_gemma":[0.000005382559,0.00009787946,0.9925156,0.00001210769,0.00002837758,0.004058258,0.0002798868,0.0002931947,0.002299284,0.00004244367,0.0003639721,0.000003556732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987022,0.0004797927,0.0001182778,0.00001064769,0.000002734738,0.000006623665,0.00008079495,0.000004052666,0.0005949253],"genre_scores_gemma":[0.9994475,0.0001535491,0.00009861674,0.00000473779,0.000006090054,0.000007436401,0.0001164152,0.000001513843,0.0001640215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522018,"threshold_uncertainty_score":0.008436978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731538611486751,"score_gpt":0.3228786584515315,"score_spread":0.305563272336664,"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."}}