{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220795,0.0002002348,0.0002670005,0.0006623912,0.0006671863,0.0006020198,0.0004709478,0.0004089904,0.001243582],"category_scores_gemma":[0.002159558,0.0002359196,0.0006020628,0.001628069,0.0004670432,0.0004555722,0.0005197604,0.0005717896,0.0001521244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00247227,"about_ca_system_score_gemma":0.001972168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2415078,"about_ca_topic_score_gemma":0.2640536,"domain_scores_codex":[0.9994233,0.0001005262,0.00005241346,0.0001527972,0.0001281974,0.0001427941],"domain_scores_gemma":[0.9984519,0.000176478,0.0006654361,0.0001045058,0.0002633354,0.0003382977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000373734,0.00001028401,0.9995577,0.000003825477,0.00003536586,0.00001666972,0.0000318932,0.00001437129,0.00003012258,0.000003036079,0.00004291043,0.0002164097],"study_design_scores_gemma":[0.000003946776,0.00004054516,0.999617,0.000002899444,0.00001836091,0.0000396674,0.0001378529,0.00005425485,0.000007328674,0.000004788364,0.00007144041,0.000001740498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991697,0.0001359815,0.00004167316,0.00004039509,0.000003459212,0.000007494228,0.0003965207,0.000001856744,0.0002029107],"genre_scores_gemma":[0.9995597,0.00005581801,0.00002413496,0.00001828844,0.000003232244,0.000005000538,0.0002752896,7.502729e-7,0.00005780021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2415078,"threshold_uncertainty_score":0.4802041,"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."}}