{"id":"W2768312475","doi":"10.1016/j.suc.2017.09.001","title":"Prevention and Early Detection of Pancreatic Cancer","year":2017,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer; General surgery; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.001081442,0.0008095865,0.001976256,0.002826095,0.0002575319,0.001182675,0.001138714,0.00136324,0.003192236],"category_scores_gemma":[0.002809962,0.0004137935,0.001177118,0.002225681,0.0004510205,0.001313365,0.0007578864,0.001760383,0.000719341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007227644,"about_ca_system_score_gemma":0.002197389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481797,"about_ca_topic_score_gemma":0.006119979,"domain_scores_codex":[0.9995746,0.00008483763,0.00009323547,0.00007801877,0.0001314748,0.00003789342],"domain_scores_gemma":[0.9985803,0.0008775575,0.0002705563,0.00002640967,0.0001939457,0.00005126376],"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":[0.00009481561,0.00007998336,0.001259054,0.0598927,0.0004015529,0.0001403014,0.00005311253,0.0002338784,0.0002445914,0.001619271,0.01832384,0.9176569],"study_design_scores_gemma":[0.0001238361,0.0004008538,0.01081771,0.1029533,0.003412026,0.002497207,0.0003176626,0.0002675454,0.0006802949,0.003611562,0.8748329,0.00008514621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004885099,0.9994499,0.0000209853,0.0001815981,0.0001045139,0.000001849903,0.00001066687,0.000001955299,0.0001796061],"genre_scores_gemma":[0.0005362405,0.9990568,0.00005055768,0.0001485141,0.0001327981,0.000002138067,0.00001231288,3.907003e-7,0.00006036386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003481797,"threshold_uncertainty_score":0.01067913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352420317033634,"score_gpt":0.4805129496207722,"score_spread":0.3452709179174087,"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."}}