{"id":"W1604798999","doi":"10.14740/jocmr2176w","title":"Early Prediction and Outcome of Septic Encephalopathy in Acute Stroke Patients With Nosocomial Coma","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Glasgow Coma Scale; Septic shock; Blood pressure; Stroke (engine); Subarachnoid hemorrhage; Internal medicine; ARDS; Encephalopathy; Intracerebral hemorrhage; Systemic inflammatory response syndrome; Coma (optics); Cerebral edema; White blood cell; Hypertensive encephalopathy; SOFA score; Anesthesia; Sepsis; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004255871,0.0003609679,0.0003317853,0.0006775087,0.0004442014,0.0005262604,0.0002411735,0.0002970658,0.001026975],"category_scores_gemma":[0.002432426,0.0001662165,0.0003343487,0.0006012752,0.0002376511,0.0003856895,0.0005096098,0.0004508888,0.0001353972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287605,"about_ca_system_score_gemma":0.0004475163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016074,"about_ca_topic_score_gemma":0.002486662,"domain_scores_codex":[0.9997095,0.00007074966,0.00004968853,0.00004288647,0.00004324452,0.00008386896],"domain_scores_gemma":[0.9981321,0.0002056442,0.0009095425,0.00005540203,0.0002134184,0.0004839526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008316177,0.00001825201,0.9992633,0.000003223708,0.00001070351,0.0001278643,0.00002056801,0.0000232447,0.00004688779,0.000003535192,0.00001782923,0.0003813007],"study_design_scores_gemma":[0.000006659424,0.0001060151,0.9989973,0.000006573497,0.00001560847,0.0003852707,0.0001020753,0.0002663492,0.0000516665,0.00002822332,0.00003082833,0.000003437255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996954,0.00008675916,0.00003136048,0.00001972269,0.000003271132,0.000003702131,0.00003787741,0.000001007709,0.000120956],"genre_scores_gemma":[0.9998215,0.0000419676,0.00002092526,0.000005286371,0.000005920128,0.000002026097,0.00007875336,3.203087e-7,0.00002339271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016074,"threshold_uncertainty_score":0.004008651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4162766998327252,"score_gpt":0.5550570642284232,"score_spread":0.1387803643956979,"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."}}