{"id":"W4322761884","doi":"10.1016/j.jtcvs.2023.01.034","title":"Turning the tides on the perioperative care of resectable lung cancer","year":2023,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Lung cancer; Oncology; Stage (stratigraphy); Disease; Adverse effect; Chemotherapy; Internal medicine; Immune system; Clinical trial; Immune checkpoint; Cancer; Immunotherapy; Intensive care medicine; Surgery; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01107384,0.00400508,0.00596359,0.003659102,0.003326684,0.009688408,0.004426997,0.01978172,0.00843069],"category_scores_gemma":[0.03700431,0.001535525,0.003503237,0.001779222,0.002837469,0.005517981,0.001888303,0.03775246,0.006834887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705385,"about_ca_system_score_gemma":0.004483976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860973,"about_ca_topic_score_gemma":0.005689313,"domain_scores_codex":[0.9926649,0.001614395,0.001091966,0.0006286537,0.003491911,0.0005081403],"domain_scores_gemma":[0.9595343,0.01890303,0.002135182,0.0007422265,0.01228505,0.00640005],"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":[0.00007931782,0.00002515028,0.00004778942,0.0004331771,0.00004062253,0.0001341703,0.00001705646,0.00003734935,0.00006576756,0.0002991967,0.9893015,0.009518865],"study_design_scores_gemma":[0.0002641687,0.0001364605,0.0007712874,0.001552835,0.0002714198,0.0006028761,0.000129747,0.0004098398,0.000209891,0.002218548,0.9933661,0.00006690292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002610341,0.005879056,0.00007546452,0.02734628,0.9659723,0.00001080651,0.00001919504,0.00002846175,0.0006423153],"genre_scores_gemma":[0.0001866973,0.003359104,0.00004611525,0.01313136,0.981808,0.000008145525,0.000008640292,0.00001083727,0.001441145],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01978172,"threshold_uncertainty_score":0.05856478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927343003420206,"score_gpt":0.3203678076819673,"score_spread":0.3010943776477653,"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."}}