{"id":"W4321113597","doi":"10.1016/j.clon.2023.02.008","title":"Comparative Effectiveness of FOLFIRINOX Versus Gemcitabine and Nab-paclitaxel in Initially Unresectable Locally Advanced Pancreatic Cancer: A Population-based Study to Assess Subsequent Surgical Resection and Overall Survival","year":2023,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; University of Toronto","funders":"Canadian Cancer Society; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; FOLFIRINOX; Gemcitabine; Paclitaxel; Oncology; Nab-paclitaxel; Pancreatic cancer; Internal medicine; Overall survival; Chemoradiotherapy; Population; Irinotecan; Chemotherapy; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004874081,0.0002214001,0.002109098,0.0003395526,0.00008458616,0.0000114118,0.0001073769,0.0002707003,0.00004396396],"category_scores_gemma":[0.002956154,0.0001908941,0.00008619337,0.0007018423,0.0002810918,0.00007808557,0.0001645143,0.0005533488,0.000008219246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004703823,"about_ca_system_score_gemma":0.001029379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002457177,"about_ca_topic_score_gemma":0.005819901,"domain_scores_codex":[0.9946072,0.002841523,0.001032052,0.0006423638,0.0004063335,0.0004705275],"domain_scores_gemma":[0.9806519,0.01821264,0.0001953539,0.0002430033,0.0003313701,0.000365715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05258428,0.001807268,0.9418233,0.0002722944,0.0002921928,0.0005321972,0.0002456285,0.0003681526,0.0003011544,0.0002370251,0.00001437223,0.001522131],"study_design_scores_gemma":[0.03219203,0.02332901,0.9404517,0.0002902622,0.0002210094,0.000009543457,0.0006372677,0.002455159,0.00004054012,0.0001640697,0.00005725861,0.0001521874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954001,0.0001969913,0.0000486576,0.0004455436,0.0003774285,0.002470709,0.00001882169,0.00004329834,0.0009984894],"genre_scores_gemma":[0.9987894,0.0002553036,0.0003091064,0.00004934235,0.0001130974,0.0003233266,0.0000443898,0.00002041828,0.00009562349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152174,"threshold_uncertainty_score":0.7784435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289974583390588,"score_gpt":0.5265618620096685,"score_spread":0.2975644036706097,"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."}}