{"id":"W4393946377","doi":"10.1136/tsaco-2024-001380","title":"Large adrenal incidentaloma in conjunction with perforated diverticulitis","year":2024,"lang":"en","type":"article","venue":"Trauma Surgery & Acute Care Open","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Incidentaloma; Diverticulitis; Medicine; Conjunction (astronomy); Radiology; Internal medicine; General surgery; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002336426,0.0002186606,0.0004677547,0.0002270432,0.00009341228,0.0001541892,0.0001272473,0.00008786868,0.00109814],"category_scores_gemma":[0.00001924298,0.0001587831,0.0001188953,0.0007325769,0.000058051,0.000422147,0.0001017529,0.0002953213,0.000223392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923748,"about_ca_system_score_gemma":0.0003168262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000657662,"about_ca_topic_score_gemma":0.000521742,"domain_scores_codex":[0.9985876,0.00006164456,0.0003164795,0.0003607053,0.00029419,0.0003793775],"domain_scores_gemma":[0.9993539,0.000100846,0.0000413054,0.0002165947,0.0001174179,0.0001698629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01131647,0.0008960388,0.451369,0.001588431,0.002149159,0.2784055,0.03301483,0.00005401333,0.0008486479,0.0009759986,0.1058596,0.1135223],"study_design_scores_gemma":[0.006022381,0.001157755,0.8986853,0.004997581,0.0009807311,0.02484152,0.01889123,0.0007712489,0.0126711,0.0000609608,0.02974713,0.001173018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915206,0.00116139,0.00004131849,0.0004101216,0.0003793867,0.0005959338,0.0001195734,0.0001158166,0.005655895],"genre_scores_gemma":[0.9965833,0.00003095698,0.00003474423,0.0004719274,0.0001152785,0.00007018616,0.0008580353,0.00003948268,0.001796106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4473164,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879189863274177,"score_gpt":0.2899942356744042,"score_spread":0.2712023370416625,"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."}}