{"id":"W2797809895","doi":"10.1245/s10434-018-6473-y","title":"Extramural Venous Invasion in Patients with Locally Advanced Esophageal Cancer: A Reminder to Pathologists to Look Harder","year":2018,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Esophageal cancer; General surgery; Oncology; Internal medicine; Cancer","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":[0.0008762013,0.0004914117,0.000702159,0.0008711345,0.002517956,0.002255054,0.0009439835,0.02077512,0.004952169],"category_scores_gemma":[0.01574799,0.0005849261,0.0008584265,0.0008146857,0.001513577,0.003277536,0.001087819,0.01782963,0.002632908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405807,"about_ca_system_score_gemma":0.001839601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531576,"about_ca_topic_score_gemma":0.004817098,"domain_scores_codex":[0.9989135,0.000320647,0.000202651,0.0001382123,0.0002110579,0.0002139737],"domain_scores_gemma":[0.9948875,0.002106075,0.0007810603,0.0001931295,0.0008197878,0.001212409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001125464,0.0001136974,0.03210478,0.0001513329,0.00004007314,0.1806056,0.0007679595,0.0001502685,0.0007694777,0.001383657,0.7603163,0.02348419],"study_design_scores_gemma":[0.0003807249,0.0004691078,0.02902332,0.00196577,0.0002087657,0.4991845,0.006296057,0.002158247,0.00080937,0.009882974,0.4494153,0.0002058499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009641174,0.003609582,0.0002024019,0.9670915,0.01128381,0.00002067606,0.00005995719,0.00005789395,0.008033017],"genre_scores_gemma":[0.101941,0.005901174,0.001014743,0.7872335,0.09639456,0.00003823588,0.0001366326,0.00006932292,0.007270827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02077512,"threshold_uncertainty_score":0.01745546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410664321535667,"score_gpt":0.3819636265395789,"score_spread":0.3278569833242223,"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."}}