{"id":"W2897162218","doi":"10.1016/j.hpb.2018.09.013","title":"Adjuvant chemotherapy is associated with improved postoperative survival in specific subtypes of invasive intraductal papillary mucinous neoplasms (IPMN) of the pancreas: it is time for randomized controlled data","year":2018,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Associazione Italiana per la Ricerca sul Cancro; Ministero della Salute","keywords":"Medicine; Adjuvant; Chemotherapy; Internal medicine; Pancreas; Adjuvant chemotherapy; Oncology; Adjuvant therapy; Gastroenterology; 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":[0.003550791,0.0005374131,0.002283867,0.0002763992,0.0002947084,0.001443168,0.0005597432,0.001495495,0.004256676],"category_scores_gemma":[0.008936392,0.0003285044,0.004586079,0.000740556,0.00104908,0.001194717,0.0003940961,0.002498255,0.000279265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806646,"about_ca_system_score_gemma":0.001185048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913348,"about_ca_topic_score_gemma":0.004148483,"domain_scores_codex":[0.9984745,0.0008382701,0.0002451339,0.000209959,0.0001040556,0.0001280816],"domain_scores_gemma":[0.9922159,0.004138808,0.002182086,0.0005771248,0.0003005696,0.0005855866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7279657,0.003422458,0.03698232,0.01597213,0.03762754,0.0001186739,0.0001521021,0.0009665033,0.003275575,0.0008860726,0.003994419,0.1686365],"study_design_scores_gemma":[0.480187,0.1082134,0.2720966,0.009492639,0.09512904,0.0003465018,0.0004945542,0.001956308,0.002060112,0.004466264,0.02535995,0.000197679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315958,0.3505422,0.00157358,0.00796045,0.002913435,0.000760936,0.001369752,0.00008962875,0.003194285],"genre_scores_gemma":[0.9405227,0.04734697,0.00162519,0.005970477,0.001512752,0.0004346473,0.001410008,0.00003345442,0.00114383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004256676,"threshold_uncertainty_score":0.01877862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650771330747002,"score_gpt":0.2981292590730304,"score_spread":0.2716215457655604,"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."}}