{"id":"W2032670293","doi":"10.1177/1089253206290939","title":"Perioperative CNS Outcomes: Management, Metabolism, and Monitoring","year":2006,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Perioperative; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006884246,0.0003368866,0.001203904,0.0002249379,0.0001240338,0.00007645998,0.00006819999,0.0001645773,0.000009768126],"category_scores_gemma":[0.00002424884,0.0002711882,0.0004776023,0.0002754665,0.0001368013,0.0001356486,0.00004191738,0.0002187319,0.000007023581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000523034,"about_ca_system_score_gemma":0.00002014458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009612911,"about_ca_topic_score_gemma":0.000001977176,"domain_scores_codex":[0.9982008,0.0001688125,0.0003367071,0.0005060764,0.0003987356,0.0003888708],"domain_scores_gemma":[0.9992487,0.0001447284,0.00004486166,0.0003642656,0.0000412107,0.0001562077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007767425,0.00007177699,0.9760939,0.0001985383,0.0003219857,0.002510493,0.0005086864,0.00002040533,0.00009935431,0.004991533,0.00003513391,0.01507055],"study_design_scores_gemma":[0.001360002,0.00004172911,0.9124404,0.0002107827,0.0005379803,0.001127749,0.001131257,0.00002729537,0.0001562464,0.00003160869,0.08261826,0.0003167172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705572,0.0168107,0.0001199384,0.0005839079,0.00005899816,0.0005495434,0.000001028047,0.00007429239,0.01124437],"genre_scores_gemma":[0.9851761,0.006373166,0.003811927,0.000213892,0.00019107,0.00007289831,0.00001072597,0.0000532943,0.004096874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08258312,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008464026811525582,"score_gpt":0.2696612412079606,"score_spread":0.261197214396435,"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."}}