{"id":"W2074855639","doi":"10.4103/1319-3767.121036","title":"Clinical predictors of resectability of pancreatic adenocarcinoma","year":2013,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Stage (stratigraphy); Pancreatic cancer; Body mass index; Vomiting; Abdominal pain; Anorexia; Medical record; Adenocarcinoma; Population; Pancreas; Weight loss; Surgery; Jaundice; Pancreatic mass; Dysphagia; General surgery; Cancer; Internal medicine; Obesity","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":[0.0004324835,0.0002869074,0.0002239863,0.00094176,0.0003273995,0.0005741997,0.0004128469,0.0004283268,0.003251606],"category_scores_gemma":[0.003480185,0.0001631337,0.0003352715,0.0008024329,0.0003710938,0.0004537165,0.0003406912,0.0006649722,0.0003859534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869219,"about_ca_system_score_gemma":0.0004020555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672066,"about_ca_topic_score_gemma":0.002324578,"domain_scores_codex":[0.999696,0.0000720987,0.00005796045,0.00004786293,0.00007213818,0.00005402287],"domain_scores_gemma":[0.9957199,0.0009376495,0.002130057,0.0001194982,0.0003365551,0.000756472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005333082,0.000009512983,0.9993267,0.000004257492,0.000007031123,0.0001064942,0.000007841983,0.00002667824,0.00008286454,0.000003817851,0.00002982862,0.000341754],"study_design_scores_gemma":[0.000004018998,0.00006856823,0.9983236,0.000005515456,0.00001420931,0.001138163,0.0001021149,0.0001300323,0.00008614158,0.00001478324,0.0001102269,0.000002569516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983442,0.0004689394,0.00007188196,0.00008987534,0.00001167883,0.00001156932,0.0002098679,0.000005361563,0.0007867226],"genre_scores_gemma":[0.9995827,0.0000816641,0.00005172213,0.00001425164,0.00001459503,0.000004184647,0.0001852873,0.000001339418,0.00006433928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003251606,"threshold_uncertainty_score":0.01087773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391755304769516,"score_gpt":0.3493546004077979,"score_spread":0.3154370473601027,"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."}}