{"id":"W2903143762","doi":"10.1002/bjs5.50115","title":"Population-based study of the impact of surgical and adjuvant therapy at the same or a different institution on survival of patients with pancreatic adenocarcinoma","year":2018,"lang":"en","type":"article","venue":"BJS Open","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Manitoba; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Ipsen; Ipsen Biopharmaceuticals; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Chemotherapy; Hazard ratio; Pancreatic cancer; Surgery; Adenocarcinoma; Population; Pancreatectomy; Cancer; General surgery; Internal medicine; Resection","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002377781,0.0001038199,0.0005267849,0.00003502066,0.00008802202,0.000005635402,0.0001792919,0.00004047087,0.0002628653],"category_scores_gemma":[0.00008532078,0.00003575733,0.00004358772,0.0001316064,0.0002377061,0.00002506643,0.0001036722,0.00007475293,9.126667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007869607,"about_ca_system_score_gemma":0.0002000143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008251254,"about_ca_topic_score_gemma":0.001764561,"domain_scores_codex":[0.998822,0.0002864788,0.000260056,0.0001471069,0.0003729143,0.0001114376],"domain_scores_gemma":[0.9987916,0.0004342184,0.0001811097,0.0003965028,0.0001478168,0.00004872298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01327282,0.00140288,0.983762,0.00001281984,0.0002157855,0.000001909519,0.0006471999,0.000004558431,0.00003981699,0.00001805993,0.00001834526,0.0006038378],"study_design_scores_gemma":[0.009840456,0.0102124,0.9790726,0.0001277441,0.000123416,9.416502e-7,0.0001942193,0.0001832023,0.0001871924,0.00001391277,0.000003617584,0.00004031547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974307,0.00004463645,0.000001988861,0.00009658177,0.0000200085,0.002137931,0.00003610927,0.000002186699,0.0002298393],"genre_scores_gemma":[0.9997519,0.00001073956,0.00001066231,0.00001365119,0.00002078566,0.00003415978,0.00002066174,0.000007421793,0.000129968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008809526,"threshold_uncertainty_score":0.9983529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383405950915497,"score_gpt":0.3825499251352415,"score_spread":0.3187158656260866,"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."}}