{"id":"W1517317242","doi":"10.1111/j.1525-1594.2008.00641.x","title":"Applied Neuromonitoring and Improving Central Nervous System Outcomes","year":2008,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cerebral hypoperfusion; Cardiology; Concomitant; Internal medicine; Perioperative; Revascularization; Perfusion; Intensive care medicine; Myocardial infarction; 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":[0.00010497,0.0001683732,0.0005550008,0.00006314109,0.0002093316,0.00002628449,0.00004868362,0.00008166083,0.00001483471],"category_scores_gemma":[0.00007109017,0.0001351289,0.0001607887,0.0001376407,0.00007915014,0.00005020338,0.00003163043,0.000147412,0.00005307473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005489149,"about_ca_system_score_gemma":0.00005086253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062814,"about_ca_topic_score_gemma":0.000006756135,"domain_scores_codex":[0.9987932,0.00002885463,0.0002831933,0.0002659842,0.0002585872,0.0003701273],"domain_scores_gemma":[0.9993063,0.0001623825,0.00004837421,0.0002166961,0.00002873632,0.0002374701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001668857,0.0001033217,0.9285298,0.0001500976,0.00008709401,0.001480151,0.001553673,0.000008100769,0.04055039,0.01180443,0.00004594032,0.0155201],"study_design_scores_gemma":[0.0005062583,0.00006365303,0.9856302,0.00001619288,0.0001280703,0.0007557592,0.0006468421,0.00008255631,0.008787387,0.000005469432,0.00317908,0.0001984931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991505,0.0000433986,0.0001142275,0.0006776967,0.0004403063,0.0002597188,0.000001774812,0.0002199833,0.00673794],"genre_scores_gemma":[0.9985919,0.00001003701,0.0001764566,0.0001888913,0.0004601529,0.000007950472,0.000003491423,0.00003206392,0.0005290648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05710042,"threshold_uncertainty_score":0.5510398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845057691205404,"score_gpt":0.2202196191777137,"score_spread":0.2017690422656597,"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."}}