{"id":"W4225282958","doi":"10.1186/s42155-021-00269-9","title":"Management of Pancreatico-duodenal arterio-venous malformation","year":2022,"lang":"en","type":"article","venue":"CVIR Endovascular","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Asymptomatic; Embolization; Surgery; Radiology; Angiography; Interventional radiology","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":[0.0001690685,0.000112072,0.0002673722,0.0001109805,0.0001639383,0.000006299048,0.00007662305,0.00001341542,0.001051038],"category_scores_gemma":[0.000003027729,0.0001034521,0.0002947495,0.0001943953,0.00003138202,0.0000613928,0.00008804472,0.00009097722,0.00006169786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137808,"about_ca_system_score_gemma":0.00002352912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002392023,"about_ca_topic_score_gemma":3.416138e-7,"domain_scores_codex":[0.9989675,0.00005042936,0.0002378192,0.0001657954,0.0004124829,0.000165927],"domain_scores_gemma":[0.9994226,0.000008392369,0.00007750234,0.0003971058,0.00003513627,0.00005925001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003134868,0.02489597,0.04142545,0.005942366,0.05342555,0.03195602,0.005343195,0.005259979,0.01755262,0.05473348,0.002701597,0.7536289],"study_design_scores_gemma":[0.05648047,0.009537851,0.6130658,0.0009968344,0.0175167,0.01441123,0.01457804,0.005281857,0.02600222,0.004880856,0.2352751,0.001973025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989284,0.0008500993,0.003063125,0.00007352731,0.0000836232,0.0005919751,0.00002803937,0.00004093109,0.005984673],"genre_scores_gemma":[0.9946763,0.0001167059,0.003989204,0.00006082196,0.00002064506,0.0002137905,0.0002338868,0.00001684854,0.0006717984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516559,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009261608230066005,"score_gpt":0.2295218645212402,"score_spread":0.2202602562911742,"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."}}