{"id":"W2751715290","doi":"10.1016/j.ejso.2017.08.010","title":"Perioperative therapies – Enhancing the impact of cancer surgery with repurposed drugs","year":2017,"lang":"en","type":"editorial","venue":"European Journal of Surgical Oncology","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perioperative; Medicine; Surgery; Cancer; Adjuvant; Surgical resection; Oncology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003954477,0.0004507141,0.002388821,0.0002482741,0.0002276947,0.00006820927,0.0005186189,0.0002654002,0.0004262881],"category_scores_gemma":[0.0007489041,0.0002154251,0.001116316,0.0001299039,0.0009674299,0.0001304661,0.00007023386,0.001893049,0.000008192364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167442,"about_ca_system_score_gemma":0.007423873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002911382,"about_ca_topic_score_gemma":0.00004329081,"domain_scores_codex":[0.9948696,0.00225596,0.001339729,0.0002915774,0.0008299985,0.0004131562],"domain_scores_gemma":[0.9904687,0.004337084,0.003038134,0.000581668,0.001353818,0.000220598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05030968,0.000450927,0.0006360981,0.0001659878,0.003064398,0.0126605,0.006187725,0.00004384783,0.0007754025,0.000001923801,0.81972,0.1059835],"study_design_scores_gemma":[0.004007366,0.004851439,0.003921906,0.001814504,0.0004889482,0.001459558,0.0005848713,0.000001427927,0.0001984067,7.120616e-7,0.9824398,0.0002310275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.4365638,0.06442825,0.00001450032,0.004455632,0.4662454,0.0009075089,0.0001142265,0.0000390293,0.02723167],"genre_scores_gemma":[0.1440638,0.07756837,0.00005644323,0.00005697445,0.7724746,0.0000103738,0.0000257015,0.0001810452,0.005562678],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3062293,"threshold_uncertainty_score":0.9982031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847760290937971,"score_gpt":0.3403011298206881,"score_spread":0.3218235269113083,"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."}}