{"id":"W2972413771","doi":"10.1148/radiol.2019190422","title":"Preoperative CT Classification of the Resectability of Pancreatic Cancer: Interobserver Agreement","year":2019,"lang":"en","type":"article","venue":"Radiology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiology; Pancreatic cancer; Confidence interval; Receiver operating characteristic; Retrospective cohort study; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01783314,0.0004625209,0.0005162703,0.002952018,0.0003467387,0.001105476,0.0007709042,0.0003995232,0.0007069218],"category_scores_gemma":[0.04280449,0.0003075647,0.0007185326,0.001131618,0.0008923928,0.0008786098,0.001112675,0.0002980389,0.0002306872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004315367,"about_ca_system_score_gemma":0.0003180408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127586,"about_ca_topic_score_gemma":0.002357275,"domain_scores_codex":[0.9847334,0.006751769,0.003267406,0.002038801,0.002762789,0.0004458401],"domain_scores_gemma":[0.9345539,0.03296158,0.01635123,0.00525518,0.01000998,0.0008680667],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002330571,0.00001215024,0.990915,0.00004742122,0.0002349569,0.00006303319,0.0003623232,0.0002949122,0.0009736407,0.0000360777,0.00009999866,0.006727404],"study_design_scores_gemma":[0.00001337891,0.0002027283,0.9900613,0.0000438865,0.0002124046,0.001389271,0.0005546303,0.004624845,0.002123974,0.0001917587,0.0005593843,0.000022434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887095,0.001220868,0.00785822,0.00005323909,0.00003762924,0.0000832807,0.0001781737,0.00005859462,0.001800517],"genre_scores_gemma":[0.9979432,0.00008806312,0.001738298,0.00001076063,0.00001707844,0.00001789853,0.0001015159,0.000008638483,0.00007442794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9821669,"threshold_uncertainty_score":0.09431183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510366235811091,"score_gpt":0.3587238188861814,"score_spread":0.3076871953050723,"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."}}