{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003424305,0.0001018612,0.0001807745,0.0002009256,0.0001687023,0.0002725724,0.0001010878,0.0002042275,0.0006798079],"category_scores_gemma":[0.001002425,0.00007570308,0.0001879922,0.0002406757,0.0002303775,0.0001933001,0.000165962,0.0001958246,0.0001266219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959138,"about_ca_system_score_gemma":0.0001268525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006206071,"about_ca_topic_score_gemma":0.001405791,"domain_scores_codex":[0.9998711,0.00003855162,0.00002092416,0.0000219632,0.00002564773,0.00002176505],"domain_scores_gemma":[0.9993943,0.0001661019,0.0002426681,0.00003556815,0.0000569957,0.0001044249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003256471,0.00001342701,0.9968219,0.000009069524,0.0000221609,0.0001560353,0.00001958397,0.00005831597,0.0009594915,0.000005435171,0.00002633065,0.001582621],"study_design_scores_gemma":[0.000005776672,0.0001839265,0.9982686,0.000004445089,0.00002841979,0.000879083,0.00005162005,0.000162375,0.0002288693,0.00001101947,0.0001735421,0.000002301762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991341,0.0004957864,0.00006722193,0.00002168007,0.000003818885,0.000002449862,0.00006326466,0.000001511385,0.0002100514],"genre_scores_gemma":[0.9996641,0.0001019976,0.00003249509,0.000005053824,0.000004575082,0.000002688605,0.0001188759,4.431968e-7,0.00006983998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006798079,"threshold_uncertainty_score":0.002274215,"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."}}