{"id":"W4391779956","doi":"10.1245/s10434-024-15014-4","title":"ASO Author Reflections: Adjuvant Therapy for Resectable Pancreatic Cancer in the Real World—Not as Common as One Might Think","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Surgical oncology; Medicine; General surgery; Pancreatic cancer; Adjuvant therapy; Adjuvant; Oncology; Medical physics; Internal medicine; Cancer","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":[0.007161622,0.0008603013,0.001733534,0.0009596944,0.002930175,0.007214203,0.002522637,0.03124959,0.008001246],"category_scores_gemma":[0.03807421,0.0007407452,0.001304661,0.001299553,0.003378479,0.006509861,0.002398939,0.05281628,0.007303411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336621,"about_ca_system_score_gemma":0.007864702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806662,"about_ca_topic_score_gemma":0.008194934,"domain_scores_codex":[0.9946119,0.001152229,0.0009191372,0.0008810653,0.001834925,0.0006007355],"domain_scores_gemma":[0.9546534,0.02253845,0.002712399,0.001049323,0.0130353,0.006011123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007310537,0.00002919365,0.0003340527,0.00009256742,0.0000133341,0.0001669664,0.00007991828,0.00003936773,0.00008428023,0.0007978608,0.9904525,0.007836857],"study_design_scores_gemma":[0.0001701501,0.00009440161,0.0008726706,0.0007644321,0.00008668811,0.00064816,0.0007439321,0.0002431616,0.0004087407,0.004716303,0.9911205,0.0001309307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001677174,0.002549787,0.00007707348,0.8835508,0.1122848,0.000004844753,0.00004648043,0.00001712743,0.001301385],"genre_scores_gemma":[0.002962892,0.005114459,0.0002824343,0.8190874,0.167182,0.00002078725,0.00003495675,0.00003609578,0.005278944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03124959,"threshold_uncertainty_score":0.0378747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379271111222696,"score_gpt":0.5328655554061998,"score_spread":0.2949384442839302,"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."}}