{"id":"W2091207629","doi":"10.1053/j.ro.2007.04.006","title":"Radiological Interventions in Gastrointestinal and Urological Oncology","year":2007,"lang":"en","type":"review","venue":"Seminars in Roentgenology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Radiological weapon; Psychological intervention; Radiology; Medical physics; General surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001079608,0.0004699758,0.003096658,0.001059881,0.00003219789,0.000004567413,0.0002413746,0.001182429,0.0002738963],"category_scores_gemma":[0.0007523099,0.0003598985,0.0004440765,0.0004643128,0.0007745804,0.00002223969,0.0003436856,0.002258798,0.00007674612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003752993,"about_ca_system_score_gemma":0.0001906696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001335547,"about_ca_topic_score_gemma":0.00008358806,"domain_scores_codex":[0.996076,0.0007298912,0.001371253,0.0008506615,0.0001051581,0.0008669905],"domain_scores_gemma":[0.9983784,0.0007695092,0.000303999,0.0003249127,0.00003251654,0.0001906486],"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":[0.0001778043,0.0007755751,0.01122516,0.00444765,0.00003526992,0.02692758,0.00007635817,4.804233e-7,0.000002727823,0.0008942112,0.0001971871,0.95524],"study_design_scores_gemma":[0.002307812,0.01013138,0.01171639,0.02817384,0.0005254634,0.14263,0.0001349783,0.00001152229,4.563585e-7,0.000934543,0.8029822,0.0004515105],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003511283,0.9930818,0.00008638874,0.0002854895,0.0001804632,0.0008680727,0.00001351472,0.00004649223,0.001926475],"genre_scores_gemma":[0.0006537152,0.9942491,0.003995782,0.0002880721,0.0001339214,0.0001366181,0.0001264429,0.00003188743,0.0003844635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9547885,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464438124290289,"score_gpt":0.4404799198084926,"score_spread":0.2940361073794637,"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."}}