{"id":"W1992354108","doi":"10.4021/wjon657w","title":"Diagnostic Accuracy of Imaging Modalities in the Evaluation of Vascular Invasion in Pancreatic Adenocarcinoma: A Meta-Analysis","year":2013,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Diagnostic odds ratio; Radiology; Magnetic resonance imaging; Likelihood ratios in diagnostic testing; Receiver operating characteristic; Adenocarcinoma; Odds ratio; Meta-analysis; Diagnostic accuracy; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008385791,0.0001232505,0.001940143,0.001468448,0.00002292084,0.000006760189,0.0002445883,0.00006809364,0.001214544],"category_scores_gemma":[0.005623611,0.00007242159,0.0005947716,0.001209286,0.0002188345,0.000155755,0.00004400923,0.0004285582,0.000004539851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836951,"about_ca_system_score_gemma":0.0009146287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520358,"about_ca_topic_score_gemma":0.001088345,"domain_scores_codex":[0.9952694,0.002154109,0.001299015,0.0001344847,0.000909859,0.0002331054],"domain_scores_gemma":[0.9909149,0.006993412,0.00083808,0.0003199952,0.0008644671,0.00006908523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233702,0.0006314658,0.9807786,0.00008846157,0.01134129,0.0001030016,0.003092023,0.000506776,0.0004025616,0.0001683584,0.0002145207,0.002549563],"study_design_scores_gemma":[0.002932047,0.0004941731,0.8941393,0.0000579757,0.09259042,0.0001048674,0.002978606,0.004395388,0.00007299554,0.002135355,0.00004673509,0.00005215216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798846,0.01345312,0.0001073515,0.004001352,0.00003009893,0.0007467875,0.00000147696,0.000001256293,0.00177392],"genre_scores_gemma":[0.99817,0.0004762805,0.0009402906,0.0002152468,0.00004172615,0.00009456977,0.000003246201,0.000007011023,0.00005163065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08663933,"threshold_uncertainty_score":0.9996985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489929893915187,"score_gpt":0.4137684695515197,"score_spread":0.264775480160001,"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."}}