{"id":"W2013283923","doi":"10.1016/s1091-255x(02)00308-6","title":"PANCREAS Tumors 106","year":2003,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Peri; Pancreas; Resection; General surgery; Pancreatectomy; Radiology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001940038,0.0001329675,0.0007918584,0.0002899931,0.00005696998,0.0000137873,0.00007005993,0.00003515299,0.0005749408],"category_scores_gemma":[0.006135749,0.00009789953,0.0003187703,0.0002304142,0.0001366042,0.00009012783,0.00001282678,0.0004735833,0.0000436337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241972,"about_ca_system_score_gemma":0.001279766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001132075,"about_ca_topic_score_gemma":9.480219e-7,"domain_scores_codex":[0.9981285,0.0001834111,0.0006998766,0.0001103669,0.0004930755,0.0003847076],"domain_scores_gemma":[0.9973956,0.001138638,0.0003872703,0.0001561316,0.0004960816,0.0004262822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005549963,0.0002493235,0.9815663,0.00004706044,0.0000567294,0.003546928,0.00001298669,0.000002704922,0.001855966,0.0002524984,0.01114164,0.0007129195],"study_design_scores_gemma":[0.001423552,0.001601718,0.7906588,0.001546977,0.0002374096,0.1980915,0.0001981824,0.00005867968,0.0006051687,0.0006395064,0.00479509,0.000143359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841707,0.0003043881,0.002387132,0.0007543601,0.0001244776,0.000082228,9.441407e-7,0.00001272173,0.01216305],"genre_scores_gemma":[0.9804053,0.0000485472,0.01783986,0.0002311189,0.0002825339,0.00000195603,0.000001088636,0.00001816859,0.001171402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945446,"threshold_uncertainty_score":0.7345508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178870679695116,"score_gpt":0.3132114394790875,"score_spread":0.2714227326821363,"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."}}