{"id":"W4389304463","doi":"10.3390/cells12232767","title":"Contemporaneous Perioperative Inflammatory and Angiogenic Cytokine Profiles of Surgical Breast, Colorectal, and Prostate Cancer Patients: Clinical Implications","year":2023,"lang":"en","type":"article","venue":"Cells","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University","funders":"Université de Strasbourg; Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University","keywords":"Medicine; Placental growth factor; Hepatocyte growth factor; Perioperative; Cytokine; Angiogenesis; Growth factor; Cancer; Chemokine; Colorectal cancer; Internal medicine; Oncology; Inflammation; Vascular endothelial growth factor; Cancer research; Surgery; Receptor","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":[0.0001883954,0.0001340446,0.0003877563,0.00008068168,0.00007285846,0.0000143168,0.0000427742,0.00008791459,0.00003767183],"category_scores_gemma":[0.0000329831,0.0001082545,0.00008282703,0.0001672108,0.000433691,0.00004966888,0.00004559163,0.0001087787,0.000008720062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002599744,"about_ca_system_score_gemma":0.000216603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007789402,"about_ca_topic_score_gemma":0.00001740541,"domain_scores_codex":[0.9989525,0.00009558009,0.0003970083,0.0002596915,0.0001153334,0.0001798944],"domain_scores_gemma":[0.9991761,0.0002286686,0.0001206564,0.0001532992,0.0001913454,0.0001298997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005439665,0.0004048931,0.9280788,0.0004337071,0.0002610993,0.0001168898,0.002338888,0.000003679969,0.03411063,0.00006391602,0.006846386,0.02190144],"study_design_scores_gemma":[0.004421353,0.0008304244,0.9486094,0.0001707713,0.0001205147,0.0002061367,0.0003368087,0.00008058167,0.009665131,0.000006218624,0.03536242,0.0001902748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955992,0.002027869,2.186452e-7,0.001101762,0.00008049511,0.0007743606,0.0002390914,0.00004379053,0.0001331738],"genre_scores_gemma":[0.9906918,0.007855081,0.0000131693,0.00005780405,0.0001215835,0.0001197288,0.00007020073,0.00002162445,0.001048997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851603,"threshold_uncertainty_score":0.4414491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345798691935056,"score_gpt":0.2940317123366185,"score_spread":0.2805737254172679,"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."}}