{"id":"W4391917303","doi":"10.14701/ahbps.23-107","title":"Survival benefit of neoadjuvant FOLFIRINOX for patients with borderline resectable pancreatic cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Hepato-Biliary-Pancreatic Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"FOLFIRINOX; Medicine; Interquartile range; Hazard ratio; Pancreatic cancer; Confidence interval; Neoadjuvant therapy; Perioperative; Internal medicine; Proportional hazards model; Oncology; Surgery; Cancer; Oxaliplatin; Colorectal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00194854,0.0005473237,0.002884655,0.0007088701,0.0001332195,0.00002579497,0.0002591035,0.0003007617,0.0007145779],"category_scores_gemma":[0.001638521,0.0004056579,0.0006322659,0.001061623,0.0004826904,0.0002665326,0.0001020732,0.0003500605,0.00001735109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118335,"about_ca_system_score_gemma":0.001701281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002694937,"about_ca_topic_score_gemma":0.000233557,"domain_scores_codex":[0.9950747,0.0001885696,0.00157106,0.000832395,0.001206193,0.001127069],"domain_scores_gemma":[0.9910329,0.005611045,0.0004073319,0.0008544745,0.00166069,0.0004335383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004271404,0.00109627,0.9703356,0.004243321,0.00204818,0.00007523515,0.0002268324,0.00001625169,0.0004773758,0.0005773446,0.006707528,0.009924679],"study_design_scores_gemma":[0.00468676,0.004364762,0.951892,0.009063375,0.00319898,0.00004231521,0.0003231029,0.008373957,0.007222703,0.002275289,0.007585512,0.0009712853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837105,0.009542458,0.0002870399,0.001526336,0.0003659359,0.001956325,0.0005533582,0.0001114175,0.001946607],"genre_scores_gemma":[0.9892255,0.005362211,0.001351676,0.0002089868,0.0002627454,0.0006013204,0.0003065275,0.0001386095,0.002542409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844362,"threshold_uncertainty_score":0.9998395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06657076803967465,"score_gpt":0.362986978207926,"score_spread":0.2964162101682513,"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."}}