{"id":"W4403483468","doi":"10.3390/curroncol31100455","title":"Oncological Outcomes of Open Versus Minimally Invasive Surgery for Ductal Adenocarcinomas of Pancreatic Head: A Propensity Score Matching Analysis","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Propensity score matching; Pancreatic cancer; Pathological; Pancreatic head; Lymph; Adenocarcinoma; Pancreatic ductal adenocarcinoma; Internal medicine; Pancreas; Surgery; Cancer; Gastroenterology; Pathology","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":[0.003408704,0.000214675,0.0005965377,0.001532804,0.0002892827,0.0006826746,0.0003903697,0.0003340575,0.001635428],"category_scores_gemma":[0.007806047,0.0001914797,0.001341563,0.001622681,0.0003168581,0.0005290005,0.0006415252,0.0004233313,0.0002036247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491977,"about_ca_system_score_gemma":0.0003490106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005975891,"about_ca_topic_score_gemma":0.0005258006,"domain_scores_codex":[0.9980543,0.000768757,0.0003431097,0.0003474044,0.0003200792,0.0001664173],"domain_scores_gemma":[0.9944542,0.001783004,0.002662974,0.0004679603,0.0002614195,0.0003705431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00133686,0.00006680103,0.9943677,0.00001882221,0.0003860077,0.00005676926,0.00004666337,0.0003235647,0.0002400629,0.00006033283,0.0001195054,0.002976881],"study_design_scores_gemma":[0.0001236234,0.0008434999,0.9918705,0.00001303034,0.0003847906,0.0003809963,0.0002050571,0.005314358,0.000229957,0.0002346135,0.0003855813,0.00001393477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989862,0.0001347593,0.0004694858,0.00002488219,0.000006271854,0.00002955,0.0001887858,0.000002245764,0.000157677],"genre_scores_gemma":[0.9993963,0.00003816525,0.000159425,0.00001137239,0.000008110806,0.00001909215,0.0003285841,0.000001917389,0.00003710058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003408704,"threshold_uncertainty_score":0.01802713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4150391658215478,"score_gpt":0.4933581267155164,"score_spread":0.07831896089396861,"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."}}