{"id":"W4246689117","doi":"10.1373/clinchem.2012.196642","title":"Pancreatic Cancer","year":2012,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Pancreatic cancer; Medicine; Internal medicine; Cancer; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000414072,0.0000845727,0.0004277356,0.000007188133,0.00003558484,0.000003484897,0.00007008373,0.000208268,0.003750442],"category_scores_gemma":[0.0006986418,0.00006474982,0.0001211641,0.00007125502,0.00020325,0.00002924072,0.00004402971,0.0003614601,0.0002997382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457562,"about_ca_system_score_gemma":0.0001954546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008979377,"about_ca_topic_score_gemma":1.749461e-7,"domain_scores_codex":[0.9989902,0.00002467063,0.0003262566,0.0001484806,0.0001636091,0.0003467343],"domain_scores_gemma":[0.9988193,0.0003201293,0.00005197572,0.0002765217,0.00005735108,0.0004747399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009167236,0.0003154582,0.9844089,0.0001405985,0.00009335295,0.000008982955,0.00001702813,1.269394e-8,0.001123069,0.00001238824,0.0104095,0.003379102],"study_design_scores_gemma":[0.001916138,0.00007676191,0.9345087,0.0002139678,0.0006192362,0.00005935547,0.00006916494,0.00008389949,0.00653884,0.00006305024,0.05570128,0.0001495745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373444,0.00235425,0.00001046763,0.001022061,0.0001189114,0.0001104895,0.000003009521,0.00004145746,0.05899495],"genre_scores_gemma":[0.9703612,0.0009256193,0.0005064887,0.0005292579,0.001410869,0.00005018459,0.00001108002,0.00001265102,0.02619268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0499001,"threshold_uncertainty_score":0.9971603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329615490386304,"score_gpt":0.4929593093417846,"score_spread":0.3599977603031542,"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."}}