{"id":"W4404228895","doi":"10.1111/his.15364","title":"Neuroendocrine differentiation and serotonin expression in oesophageal adenocarcinomas after neoadjuvant therapy: correlation with clinicopathological features and outcome","year":2024,"lang":"en","type":"article","venue":"Histopathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Physicians' Services Incorporated Foundation","keywords":"Neoadjuvant therapy; Internal medicine; Serotonin; Correlation; Medicine; Immunohistochemistry; Adenocarcinoma; Oncology; Neuroendocrine differentiation; Pathology; Cancer; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001198033,0.0001754343,0.0003058527,0.0001961481,0.00004568945,0.00002606141,0.00002963706,0.00007207705,0.00006010159],"category_scores_gemma":[0.00003540502,0.000111127,0.00003029101,0.0001213517,0.0001527056,0.00008511963,0.00004994905,0.0003920451,0.00000745143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008092317,"about_ca_system_score_gemma":0.0000405186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001627904,"about_ca_topic_score_gemma":0.00002935233,"domain_scores_codex":[0.9987514,0.0001482506,0.0002246892,0.000471043,0.0001598987,0.0002446888],"domain_scores_gemma":[0.9995797,0.00008400122,0.00003424909,0.00015791,0.00002594707,0.0001182226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610332,0.0001053915,0.9730278,0.00009614851,0.000002583519,0.01674708,0.0003787715,0.000001618662,0.001560901,0.00007964725,0.00004790495,0.00634181],"study_design_scores_gemma":[0.002161456,0.001985019,0.9915824,0.00008785511,0.00003029688,0.003279408,0.00002053565,0.0001333616,0.0004117699,0.0001081288,0.0001173102,0.00008247682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414731,0.05666161,0.0001165486,0.0009102162,0.0001242145,0.0005586006,0.000008321552,0.00006293034,0.00008452564],"genre_scores_gemma":[0.9975158,0.0009306589,0.0003806617,0.0002582606,0.00006245503,0.0001963207,0.00003588655,0.00002189879,0.0005980433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05604278,"threshold_uncertainty_score":0.4531629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256041004809751,"score_gpt":0.3114239631926113,"score_spread":0.2888635531445138,"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."}}