{"id":"W2741329272","doi":"10.1097/md.0000000000007713","title":"Clinicopathological features, surgical treatments, and survival outcomes of patients with small bowel adenocarcinoma","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Lymphovascular invasion; Adenocarcinoma; Stage (stratigraphy); Lymph node; Retrospective cohort study; Surgery; Internal medicine; Metastasis; Cancer; Oncology; Gastroenterology","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":[0.0002550202,0.0002249784,0.000724348,0.00007659507,0.0001439028,0.00001191144,0.0001345201,0.00005243729,0.0001016892],"category_scores_gemma":[0.000589933,0.0001093898,0.0000639349,0.00003779745,0.0007215074,0.00003715675,0.00009924942,0.0002136392,0.000005940722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457955,"about_ca_system_score_gemma":0.00004441867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000251753,"about_ca_topic_score_gemma":0.00003823863,"domain_scores_codex":[0.99852,0.00006015548,0.0002757975,0.0003410742,0.000480136,0.0003228844],"domain_scores_gemma":[0.9985418,0.0001867132,0.0001759767,0.0005668715,0.0001528964,0.0003756991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640388,0.0006839222,0.990869,0.0000483866,0.0001046321,0.002339646,0.00004624742,2.851846e-8,0.000009559243,0.000108047,0.0001317831,0.004018332],"study_design_scores_gemma":[0.01601667,0.009080419,0.9737656,0.0001886789,0.0002715706,0.0002388276,0.0000597517,0.000001569637,0.00003496681,0.00003810652,0.0002271881,0.00007667711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925879,0.0005453002,0.000007080141,0.003897808,0.00006391794,0.000480283,0.00002325363,0.00002271371,0.002371701],"genre_scores_gemma":[0.9975242,0.00008124532,0.0009592773,0.00005522769,0.00009835871,0.00001691564,0.00007444788,0.00001677711,0.001173539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710346,"threshold_uncertainty_score":0.4460785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153070302922934,"score_gpt":0.3335184894634078,"score_spread":0.2819877864341784,"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."}}