{"id":"W4401929318","doi":"10.1016/j.surg.2024.07.026","title":"Pathologic complete response following neoadjuvant chemotherapy in pancreatic ductal adenocarcinoma: Impact on survival and recurrence","year":2024,"lang":"en","type":"article","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Adenocarcinoma; Pancreatic cancer; Complete response; Chemotherapy; Oncology; Neoadjuvant therapy; Internal medicine; Pathology; Cancer; Breast 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":[0.0008599787,0.0001370059,0.0003697866,0.0003685215,0.0001901096,0.0004320389,0.0001799763,0.0002880729,0.0009315596],"category_scores_gemma":[0.002685294,0.00008616943,0.0003101959,0.0003508899,0.0002788154,0.0003977468,0.000268844,0.000341392,0.0001446876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866002,"about_ca_system_score_gemma":0.0003117069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000652796,"about_ca_topic_score_gemma":0.001826671,"domain_scores_codex":[0.9996848,0.0001336252,0.00003827984,0.00003037205,0.000060292,0.00005269188],"domain_scores_gemma":[0.9987808,0.0005850007,0.0002860407,0.00006207889,0.00007235367,0.0002137852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008581758,0.0002589484,0.9399713,0.00007391454,0.0001890118,0.0004421727,0.000119506,0.001146351,0.0047482,0.00006513995,0.0004030541,0.04400065],"study_design_scores_gemma":[0.00003556145,0.00209169,0.99359,0.00001568137,0.0001547367,0.0007551729,0.0002246886,0.000877718,0.001348132,0.000099804,0.0007996791,0.000007201708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970102,0.0017962,0.0001033786,0.0001586643,0.00002522717,0.00000542348,0.00008325073,0.000005031753,0.0008126514],"genre_scores_gemma":[0.9990441,0.0003283865,0.00005255743,0.00004265226,0.00003282479,0.000005113799,0.0001883096,0.000003217101,0.0003028491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009315596,"threshold_uncertainty_score":0.004548013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279539420305381,"score_gpt":0.3666117451759794,"score_spread":0.3038163509729256,"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."}}