{"id":"W4416702569","doi":"10.12688/f1000research.171465.1","title":"Neuroprotective Effects of Magnesium Sulphate in Anesthesia and Neurocritical Care Settings: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"F1000Research","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurointensive care; Neuroprotection; Modified Rankin Scale; Adverse effect; Stroke (engine); Systematic review; Anesthesiology","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":[0.0005883502,0.000115714,0.0004049201,0.0001347385,0.00007928778,0.00005033774,0.0003197429,0.00003872777,0.00003609376],"category_scores_gemma":[0.001104867,0.0000902891,0.00003475797,0.0004901537,0.0001647805,0.0000764388,0.0001758301,0.0001503434,0.00002773946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002857215,"about_ca_system_score_gemma":0.00007646796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001370129,"about_ca_topic_score_gemma":0.000007072626,"domain_scores_codex":[0.9982357,0.0004988757,0.000366064,0.0003251751,0.0002870435,0.0002871138],"domain_scores_gemma":[0.9988671,0.0004252099,0.00004639964,0.0003787292,0.0002200391,0.00006254756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002181539,0.00005279049,0.0001491024,0.7747171,0.000001730176,0.0000546893,0.0002666368,9.022271e-7,0.2224658,0.002000423,0.000113654,0.0001553697],"study_design_scores_gemma":[0.001917551,0.0009590753,0.0177143,0.1903247,0.0004588415,0.0001800412,0.002422867,0.00113569,0.7813834,0.002053724,0.0006273401,0.0008224683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136326,0.07099973,0.0001225593,0.007438518,0.00004490221,0.006802206,0.000007102421,0.00008181707,0.000870534],"genre_scores_gemma":[0.997166,0.0005842985,0.0001492204,0.0006275226,0.000008403339,0.001108539,0.000001213504,0.00001398158,0.0003408015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843924,"threshold_uncertainty_score":0.3681883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005556555494712736,"score_gpt":0.2752669038541276,"score_spread":0.2697103483594149,"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."}}