{"id":"W4327979080","doi":"10.3389/fendo.2023.1140873","title":"Characteristics of small pancreatic neuroendocrine tumors and risk factors for invasion and metastasis","year":2023,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Neuroendocrine tumors; Internal medicine; Pancreas; Logistic regression; Oncology; Metastasis; Lymphovascular invasion; Survival analysis; Pancreatic neuroendocrine tumor; Distant metastasis; 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":[0.0003452991,0.0001957518,0.0002662963,0.0005867321,0.0002167157,0.0003123653,0.0001774809,0.0002266121,0.001637619],"category_scores_gemma":[0.00222306,0.0001010621,0.000264644,0.0009357227,0.0002224221,0.0004218712,0.0002312989,0.0003217953,0.000228228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865569,"about_ca_system_score_gemma":0.0003300209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008597,"about_ca_topic_score_gemma":0.001406362,"domain_scores_codex":[0.9998497,0.00002628434,0.00002691777,0.00002785996,0.0000401711,0.00002906123],"domain_scores_gemma":[0.9977984,0.0004813889,0.001068457,0.00004947181,0.0001386633,0.0004635714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004705264,0.000006771158,0.9991835,0.000004493502,0.000007218489,0.0001407057,0.00001178206,0.00004086422,0.00009921377,0.000008233724,0.00002516467,0.00042496],"study_design_scores_gemma":[0.000004174988,0.00006280842,0.9977198,0.000004762483,0.00001143917,0.00173424,0.00008935751,0.0001241417,0.00004157202,0.00003913455,0.0001657493,0.000002736145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987382,0.0004016555,0.0000743066,0.00003989388,0.000004256747,0.00000572018,0.0002859622,0.000002299965,0.0004476974],"genre_scores_gemma":[0.9993132,0.0001501015,0.0000769592,0.00001039087,0.000008983668,0.000007618713,0.0003501296,0.000001435977,0.00008129721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637619,"threshold_uncertainty_score":0.005478323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151226933510364,"score_gpt":0.2913605504641713,"score_spread":0.2598482811290676,"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."}}