{"id":"W4225289727","doi":"10.15360/1813-9779-2022-2-12-21","title":"Use of a Neurometabolism-Targeting Drug in Prevention of Postoperative Cognitive Dysfunction","year":2022,"lang":"en","type":"article","venue":"General Reanimatology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Placebo; Montreal Cognitive Assessment; Adverse effect; Randomized controlled trial; Population; Internal medicine; Anesthesia; Drug trial; Surgery; Clinical trial; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847282,0.0001247126,0.0004586992,0.0004150694,0.00005059711,0.000002215349,0.0000446896,0.00004208414,0.0002417941],"category_scores_gemma":[0.003129633,0.0001302463,0.0001136582,0.0004357403,0.0001254255,0.00008125517,0.0001018607,0.000275232,0.000002820122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000468604,"about_ca_system_score_gemma":0.000129875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002864748,"about_ca_topic_score_gemma":0.00004410986,"domain_scores_codex":[0.9984689,0.0004553819,0.0004249147,0.0002542704,0.0001987726,0.0001977917],"domain_scores_gemma":[0.9973228,0.000194742,0.0002253731,0.00009412751,0.002129491,0.00003344462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008687109,0.001495865,0.2204249,0.0002235467,0.0004366199,0.0004192786,0.008021429,0.0003307606,0.7314598,0.009594227,0.008522966,0.01038352],"study_design_scores_gemma":[0.01748256,0.007391151,0.5123739,0.0005133732,0.001017873,0.001459006,0.07174135,0.004532883,0.3726011,0.001511012,0.008388522,0.0009872928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974135,0.0002466082,0.0001743535,0.0007393101,0.0002180041,0.0005216757,0.00005925153,0.00001404611,0.0006132487],"genre_scores_gemma":[0.9960386,0.00003345163,0.0004611461,0.002732468,0.00001194558,0.00005774627,0.0002534142,0.00002104115,0.0003902054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588587,"threshold_uncertainty_score":0.5311288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590992189020862,"score_gpt":0.2844818858574871,"score_spread":0.2585719639672785,"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."}}