{"id":"W3126315793","doi":"10.1097/mpa.0000000000001745","title":"Markers of Systemic Inflammation in Neuroendocrine Tumors","year":2021,"lang":"en","type":"article","venue":"Pancreas","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Inflammation; Neuroendocrine tumors; Medicine; Systemic inflammation; Pathology; Internal medicine; Oncology","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":[0.0001749775,0.0001180817,0.0003207171,0.0001522849,0.00001625787,0.000007086106,0.00006226303,0.00002881831,0.0001850717],"category_scores_gemma":[0.0005581293,0.0001205684,0.00009758511,0.000379436,0.00004974775,0.00006718061,0.00005096761,0.0001032732,0.00002840475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008029309,"about_ca_system_score_gemma":0.0002134572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002972708,"about_ca_topic_score_gemma":0.000008372647,"domain_scores_codex":[0.9987395,0.0001292403,0.0004493286,0.0002184961,0.0002557652,0.0002076511],"domain_scores_gemma":[0.9992214,0.0000764276,0.0001199936,0.0003347358,0.0001443424,0.0001030698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009143088,0.0001042358,0.8809071,0.00143739,0.0000926619,0.002471664,0.0001017367,0.000009338244,0.1075103,0.0003941924,0.0004323844,0.005624676],"study_design_scores_gemma":[0.002365759,0.00007470579,0.8355365,0.001714766,0.0001482448,0.001315657,0.000460314,0.0004692988,0.1570327,0.0001070969,0.0006040826,0.0001709047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935828,0.0008164499,0.00001046686,0.0003137658,0.000108077,0.0002990073,0.000008286827,0.00004747492,0.004813649],"genre_scores_gemma":[0.9990322,0.0001024891,0.0004213642,0.0000716077,0.00006898885,0.00004612358,0.00003950583,0.00002037306,0.0001973339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04952237,"threshold_uncertainty_score":0.4916636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010385658605921,"score_gpt":0.2478759401253626,"score_spread":0.2377720835393033,"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."}}