{"id":"W4296102570","doi":"10.3390/curroncol29090515","title":"Prognostic Impact of Resection Margin Status on Distal Pancreatectomy for Ductal Adenocarcinoma","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kreftforeningen","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Distal pancreatectomy; Pancreatectomy; Margin (machine learning); Resection margin; Resection; Adenocarcinoma; Surgical margin; Oncology; Radiology; General surgery; Internal medicine; Pathology; Pancreatic cancer; Surgery; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012656,0.0005129877,0.001265025,0.001888742,0.0001207081,0.000765622,0.0005502617,0.0004574882,0.001936396],"category_scores_gemma":[0.002538696,0.000175957,0.0008966799,0.002291353,0.0003276586,0.0006698511,0.0003883424,0.0006511327,0.0006357078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003921303,"about_ca_system_score_gemma":0.001016468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124329,"about_ca_topic_score_gemma":0.002680007,"domain_scores_codex":[0.9996898,0.00007423686,0.00008064679,0.00004277938,0.00009535067,0.00001712928],"domain_scores_gemma":[0.9990037,0.0006469232,0.0001664968,0.00001614071,0.0001465243,0.00002028341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001292109,0.00002016409,0.00102822,0.0478225,0.0004485182,0.0001158646,0.00004742081,0.0002272375,0.0005833452,0.0004955472,0.008341778,0.9407401],"study_design_scores_gemma":[0.000078194,0.0005474944,0.02340967,0.09689497,0.005843063,0.004950454,0.0002495988,0.000255229,0.001601217,0.002334144,0.863756,0.00007987049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001434905,0.9994808,0.00002732292,0.00008097268,0.00003918265,0.000001645391,0.00001686045,0.00000148177,0.0002083142],"genre_scores_gemma":[0.001016008,0.9987376,0.00005328139,0.00005615327,0.0000383602,0.000001984394,0.00002644776,6.223548e-7,0.00006942493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001936396,"threshold_uncertainty_score":0.006477952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3247338435943596,"score_gpt":0.5411105812638104,"score_spread":0.2163767376694508,"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."}}