{"id":"W4390870677","doi":"10.1016/s2468-1253(23)00451-x","title":"The neoadjuvant approach in resectable pancreatic ductal adenocarcinoma: lessons learned","year":2024,"lang":"en","type":"letter","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Occupational Cancer Research Centre; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Oncology; Neoadjuvant therapy; Chemotherapy; Internal medicine; Cohort; Adenocarcinoma; Adjuvant; Adjuvant chemotherapy; Pancreatic carcinoma; Pancreatic cancer; 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":[0.004385765,0.0005505355,0.001287368,0.0007020005,0.001296203,0.002804615,0.001387829,0.02088911,0.003176129],"category_scores_gemma":[0.01525004,0.0004470797,0.001041565,0.0007561579,0.0036674,0.005343433,0.001118755,0.02749055,0.00298795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711433,"about_ca_system_score_gemma":0.002675847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379845,"about_ca_topic_score_gemma":0.006253907,"domain_scores_codex":[0.9978173,0.0008390263,0.0003175332,0.0002129226,0.000582725,0.000230549],"domain_scores_gemma":[0.9904799,0.006596662,0.0003609102,0.0002827405,0.00101315,0.001266527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003668565,0.0001138004,0.001894266,0.0005139824,0.00005678233,0.006698412,0.000210725,0.0006032524,0.001153988,0.008778896,0.8656144,0.1139947],"study_design_scores_gemma":[0.0005756229,0.0003632552,0.003356713,0.001939535,0.00008963576,0.01698756,0.0005657979,0.0009545631,0.0005928872,0.03841053,0.9360572,0.0001067816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006988702,0.02151895,0.0001236133,0.9658465,0.009254408,0.000003598317,0.00002588257,0.00001434926,0.002513746],"genre_scores_gemma":[0.01651242,0.04215694,0.0005347194,0.7814448,0.1560285,0.00003747182,0.00006661929,0.00003669249,0.003181911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02088911,"threshold_uncertainty_score":0.02692842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07385838737722183,"score_gpt":0.3440827879251872,"score_spread":0.2702244005479654,"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."}}