{"id":"W2417475392","doi":"10.1016/j.anclin.2008.03.008","title":"Preface","year":2008,"lang":"en","type":"article","venue":"Anesthesiology Clinics","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Anesthesiology; Intensive care medicine; Cardiothoracic surgery; Thoracotomy; General surgery; Perioperative; Surgery; Anesthesia","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":[0.0002797947,0.0001969538,0.0005604736,0.00009272337,0.0001594145,0.000003837096,0.0001560197,0.0003149527,0.0002146396],"category_scores_gemma":[0.0003728548,0.0001648179,0.0002222126,0.0001490672,0.0004495767,0.00005299559,0.00002864223,0.0003240198,0.0005999336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003342226,"about_ca_system_score_gemma":0.0003596024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674435,"about_ca_topic_score_gemma":0.00000359155,"domain_scores_codex":[0.998538,0.0001469584,0.0004366749,0.0003563386,0.0001510454,0.0003709892],"domain_scores_gemma":[0.9985597,0.000467207,0.0001285161,0.0006008336,0.00009590264,0.0001478949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00480169,0.0007774651,0.9202646,0.00009412702,0.0001599203,0.002615107,0.001145341,0.00001800049,0.0008629955,0.0002583797,0.03271056,0.03629182],"study_design_scores_gemma":[0.001276399,0.001253299,0.5388719,0.0000356909,0.00006232815,0.004905448,0.00008396716,0.00004243874,0.0005137072,0.00007528417,0.4527039,0.0001757028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931704,0.002964261,0.00001081128,0.001196616,0.0002469867,0.0002550243,0.000001374099,0.0001426361,0.002011915],"genre_scores_gemma":[0.9734336,0.006819378,0.0006792592,0.005283545,0.0007333513,0.00003125747,0.00002800933,0.00004818279,0.01294341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199933,"threshold_uncertainty_score":0.7711133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926239688844207,"score_gpt":0.3101426198605295,"score_spread":0.2708802229720874,"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."}}