{"id":"W4307561370","doi":"10.1159/000527741","title":"Lifestyle Factors and Development and Natural Course of Gastroenteropancreatic Neuroendocrine Tumors: A Review of the Literature","year":2022,"lang":"en","type":"review","venue":"Neuroendocrinology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuroendocrine tumors; Diabetes mellitus; Body mass index; Disease; Risk factor; Internal medicine; Oncology; Gerontology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003769013,0.0008210463,0.003672161,0.000395312,0.0001345815,0.00001493024,0.0005773233,0.00001389723,0.00009182835],"category_scores_gemma":[0.00105316,0.0004939456,0.0004545818,0.0006830746,0.0006562886,0.00009243272,0.001388682,0.0018922,0.000001415754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006640663,"about_ca_system_score_gemma":0.0005472643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009324051,"about_ca_topic_score_gemma":0.000005346378,"domain_scores_codex":[0.9953103,0.0009148461,0.001435991,0.0008897303,0.0006284821,0.0008206493],"domain_scores_gemma":[0.9969159,0.0006849078,0.001012698,0.0010087,0.0001334928,0.000244277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540115,0.0005173915,0.01122777,0.6147562,0.0006061894,0.01097253,0.000102734,8.156969e-8,0.00003033747,0.00009942817,0.0009368397,0.3605965],"study_design_scores_gemma":[0.0006626324,0.0007451362,0.002032592,0.06036871,0.0007210203,0.06098988,0.00004020705,3.337962e-7,0.0002063075,0.000002943608,0.874016,0.0002141756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01943351,0.9774288,6.966524e-8,0.0004315285,0.0003201257,0.002174645,0.0001239805,0.0000440167,0.00004332934],"genre_scores_gemma":[0.001723949,0.9970092,0.00007562523,0.000420555,0.00004409968,0.0002012767,0.0001129097,0.000108602,0.0003038009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8730792,"threshold_uncertainty_score":0.9997512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327134982002426,"score_gpt":0.3364711308735325,"score_spread":0.3037576326732899,"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."}}