{"id":"W4400924261","doi":"10.1097/sla.0000000000006449","title":"Impact of Positive Resection Margins on Recurrence and Survival After Resection and Adjuvant Chemotherapy in Pancreatic Cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Gemcitabine; Internal medicine; Pancreatic cancer; Resection margin; Chemotherapy; Oncology; Regimen; Adenocarcinoma; Gastroenterology; Surgery; Cancer; Resection","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000926188,0.000151103,0.0002410018,0.000233521,0.0001304787,0.0003372863,0.0002101777,0.0002498073,0.0009176251],"category_scores_gemma":[0.002886861,0.00007996331,0.0004167233,0.0002365574,0.000271945,0.0002559103,0.0002743934,0.0002350421,0.00008160488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937913,"about_ca_system_score_gemma":0.0002532235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216208,"about_ca_topic_score_gemma":0.002169988,"domain_scores_codex":[0.9996426,0.0001415226,0.00002781986,0.00005496809,0.00008314306,0.00004990189],"domain_scores_gemma":[0.9982126,0.0006257998,0.0008042305,0.00008031716,0.0000919848,0.0001852113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001421175,0.00003076046,0.9927764,0.0000194359,0.0001099456,0.0000763411,0.00002242449,0.0002272572,0.0003325671,0.0000111387,0.00005140037,0.004921273],"study_design_scores_gemma":[0.00002501991,0.0003932411,0.9985266,0.000007464192,0.00008466071,0.0002828021,0.0000420854,0.0002630965,0.0001996655,0.00002864506,0.000144404,0.000002294576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987041,0.0009239716,0.00007761442,0.0000318587,0.000003058153,0.000003825474,0.00005179231,0.000001992407,0.0002018359],"genre_scores_gemma":[0.9997727,0.00007736157,0.00002563987,0.000009004853,0.000005158911,0.000001977253,0.0000553469,6.111282e-7,0.00005222464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001216208,"threshold_uncertainty_score":0.00489819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462505467470814,"score_gpt":0.440632933385349,"score_spread":0.2943823866382677,"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."}}