{"id":"W2746009964","doi":"10.19080/oajs.2017.02.555578","title":"Preoperative Prognostic Features of Pancreatic Head Adenocarcinoma","year":2017,"lang":"en","type":"article","venue":"Open Access Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; University of Saskatchewan","funders":"","keywords":"Pancreatic head; Head (geology); Medicine; Adenocarcinoma; Internal medicine; Radiology; General surgery; Oncology; Pancreas; Cancer; Geology; Paleontology","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":[0.0003948522,0.0004992018,0.0005163107,0.001558323,0.0005818357,0.001067922,0.0004286395,0.0007621,0.003336022],"category_scores_gemma":[0.002670781,0.0003314015,0.0006207172,0.00160932,0.0005655548,0.001008727,0.0006029457,0.0009165189,0.0006415466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866098,"about_ca_system_score_gemma":0.0005173688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330545,"about_ca_topic_score_gemma":0.00198812,"domain_scores_codex":[0.9996318,0.00006302205,0.00005374884,0.00006095737,0.00006815478,0.0001223352],"domain_scores_gemma":[0.9977934,0.0005416959,0.0005621064,0.0001331379,0.0001814937,0.000788066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003477484,0.00002314204,0.9961281,0.00001147093,0.00002979988,0.0006153461,0.00003659883,0.00006966964,0.0005365286,0.00002506541,0.000146708,0.002029872],"study_design_scores_gemma":[0.000009300546,0.0001262152,0.9957172,0.000008256479,0.00008530362,0.002642027,0.0003336979,0.0003524316,0.0002174116,0.0001143213,0.0003789188,0.00001495761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958661,0.0008301071,0.0002274387,0.0001810687,0.0000655139,0.0000100776,0.0005053861,0.00001986803,0.002294484],"genre_scores_gemma":[0.9989435,0.0001917769,0.0001185356,0.00002193559,0.00007511015,0.000006742883,0.0004166171,0.000004795687,0.0002209099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336022,"threshold_uncertainty_score":0.01116008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272393616545829,"score_gpt":0.485853150786197,"score_spread":0.258613789131614,"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."}}