{"id":"W3201060998","doi":"10.2139/ssrn.3548730","title":"More Is Not Always Better: A Multicenter Study in Lymphadenectomy During Gastrectomy for Gastric Neuroendocrine Neoplasms","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Gastrectomy; Medicine; Lymphadenectomy; General surgery; Internal medicine; Gastroenterology; Neuroendocrine tumors; 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":[0.003218777,0.0005650618,0.0009229445,0.0003405858,0.0007687181,0.001144172,0.0005257382,0.001004939,0.001194781],"category_scores_gemma":[0.006093852,0.0004054474,0.001242387,0.0009522421,0.0006604084,0.00121034,0.0006609739,0.0008945999,0.0002087821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005518632,"about_ca_system_score_gemma":0.0008249859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413802,"about_ca_topic_score_gemma":0.004045898,"domain_scores_codex":[0.9982486,0.0009650939,0.0001810287,0.0003231202,0.0001399979,0.0001422683],"domain_scores_gemma":[0.9960078,0.001105736,0.001570848,0.0003521428,0.0002489268,0.0007145003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02877404,0.0009913319,0.962497,0.00008713199,0.001443166,0.0002072212,0.0004558674,0.0001101027,0.001027981,0.00003340931,0.0002872268,0.004085568],"study_design_scores_gemma":[0.001739781,0.006069657,0.9887443,0.00003678287,0.001152818,0.0002968953,0.001020001,0.0002074839,0.0001079446,0.00004493569,0.0005500207,0.00002950239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999325,0.0003829967,0.00002689846,0.00006254343,0.000011197,0.00001388391,0.00008265485,8.551534e-7,0.00009383652],"genre_scores_gemma":[0.9992599,0.0001733542,0.00006155098,0.0001406322,0.00004533882,0.00002163492,0.0002271563,0.000002968863,0.00006743748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218777,"threshold_uncertainty_score":0.01702267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943489022779367,"score_gpt":0.309239037508386,"score_spread":0.2898041472805924,"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."}}