{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720414,0.0001442897,0.0001407448,0.0007191594,0.0001389901,0.0002978168,0.0001353374,0.0002532653,0.0009967928],"category_scores_gemma":[0.002725231,0.0001077219,0.0001257497,0.0004444266,0.0003304727,0.0003617996,0.0002814531,0.0002397001,0.0001221904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089282,"about_ca_system_score_gemma":0.0000880845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500759,"about_ca_topic_score_gemma":0.0007136386,"domain_scores_codex":[0.99978,0.00006683708,0.00003160616,0.00003189965,0.0000565166,0.00003322322],"domain_scores_gemma":[0.9983369,0.0005512693,0.0007092591,0.00007429948,0.0001832751,0.0001448689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659536,0.00001295043,0.9954135,0.00001832832,0.00001626324,0.0001505102,0.00001606987,0.00003824784,0.001178329,0.000006785782,0.00001874835,0.002864475],"study_design_scores_gemma":[0.000004796905,0.0001708668,0.9975709,0.000007507153,0.00002267926,0.00124999,0.0000633507,0.0001652462,0.0006067254,0.00002279747,0.0001126043,0.000002442558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990419,0.0005440667,0.0001517254,0.00001697066,0.000003813227,0.000003744218,0.00002661601,0.000002138459,0.000209146],"genre_scores_gemma":[0.9995056,0.0002015409,0.0001331201,0.00000542538,0.000008061327,0.000002299304,0.00006091504,8.935658e-7,0.00008212766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009967928,"threshold_uncertainty_score":0.003809929,"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."}}