{"id":"W2061342978","doi":"10.1111/his.12308","title":"Venous invasion in oesophageal adenocarcinoma: enhanced detection using elastic stain and association with adverse histological features and clinical outcomes","year":2013,"lang":"en","type":"article","venue":"Histopathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; Dalhousie University","funders":"","keywords":"Lymphovascular invasion; Medicine; Perineural invasion; Adenocarcinoma; Stage (stratigraphy); Pathology; Lymphatic system; Internal medicine; Cancer; Metastasis; 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":[0.0002826761,0.0001364588,0.0004046549,0.0001432659,0.00008585826,0.000007886948,0.00002837249,0.0002021289,0.00002889461],"category_scores_gemma":[0.0003909861,0.00009893518,0.00003749317,0.00008970688,0.0001596482,0.0000791294,0.00004000365,0.0003668744,0.000009343777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007455336,"about_ca_system_score_gemma":0.00008985314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004907516,"about_ca_topic_score_gemma":0.0005580158,"domain_scores_codex":[0.9987337,0.0002145711,0.0002398393,0.0003540398,0.0001750149,0.0002828622],"domain_scores_gemma":[0.9993224,0.0002252127,0.0001129896,0.0001220083,0.00006867266,0.00014871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003915946,0.0002197526,0.9939312,0.00003237071,0.00001301525,0.0008490563,0.0002034101,0.000002266746,0.001225142,0.00001118942,0.00001300286,0.003108054],"study_design_scores_gemma":[0.002939296,0.002668609,0.9933338,0.00001993814,0.00008887184,0.0004300312,0.00008401883,0.00006896082,0.0001870429,0.00009809758,0.000006084184,0.0000752909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956799,0.003199338,0.0001686273,0.0002486981,0.00009310435,0.0005087252,0.000001957978,0.00002745927,0.00007218662],"genre_scores_gemma":[0.9986207,0.0001079341,0.0007622353,0.0001652303,0.00004138816,0.00004705078,0.000006132946,0.00001208015,0.0002372263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003091404,"threshold_uncertainty_score":0.403446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323112513953686,"score_gpt":0.3093493564417563,"score_spread":0.2861182313022195,"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."}}