{"id":"W4401501891","doi":"10.21608/alexpo.2024.309902.1908","title":"RECENT UPDATES IN THE ROLE OF MULTI-DETECTOR COMPUTED TOMOGRAPHY IN EVALUATION OF PANCREATIC CANCER RESECTABILITY","year":2024,"lang":"en","type":"article","venue":"ALEXMED ePosters","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatic cancer; Computed tomography; Detector; Tomography; Computer science; Radiology; Nuclear medicine; Cancer; Medicine; Internal medicine; Telecommunications","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":[0.008072993,0.000571973,0.000568931,0.002467503,0.0001654733,0.001863135,0.0008534596,0.0008795035,0.001784027],"category_scores_gemma":[0.01336414,0.0002817771,0.0004115688,0.001289306,0.0007321712,0.001592335,0.0005319699,0.001266646,0.0005246571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618837,"about_ca_system_score_gemma":0.0006985918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975285,"about_ca_topic_score_gemma":0.00352995,"domain_scores_codex":[0.9974803,0.001179929,0.0003996638,0.000278411,0.0005287868,0.000132868],"domain_scores_gemma":[0.9809899,0.008417298,0.002059477,0.0008118855,0.006975132,0.0007462204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008667275,0.0002580286,0.3483571,0.001459764,0.0003064189,0.0009843514,0.0003288103,0.0008407015,0.003984742,0.0008931865,0.01225042,0.6294697],"study_design_scores_gemma":[0.0001169951,0.001607601,0.7350452,0.003324039,0.0008921506,0.02004484,0.001643724,0.007631279,0.00695585,0.002009066,0.2205758,0.0001534492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.323292,0.5900257,0.01551934,0.03302559,0.004539489,0.0002567145,0.001718313,0.0005105947,0.03111228],"genre_scores_gemma":[0.7336575,0.2190317,0.0252218,0.005426733,0.0102059,0.000152204,0.001483268,0.00008832524,0.004732482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008072993,"threshold_uncertainty_score":0.04269457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06151908087838126,"score_gpt":0.3912573093290065,"score_spread":0.3297382284506253,"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."}}