{"id":"W4404159514","doi":"10.3389/fphar.2024.1475021","title":"Efficacy analysis of neuroprotective drugs in patients with acute ischemic stroke based on network meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citicoline; Medicine; Cochrane Library; Cerebrolysin; Meta-analysis; Edaravone; Modified Rankin Scale; Randomized controlled trial; Stroke (engine); Nimodipine; Internal medicine; Pharmacology; Anesthesia; Ischemic stroke; Ischemia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02925849,0.004322457,0.01845649,0.01012958,0.0006500388,0.003825139,0.003148422,0.002316079,0.003505715],"category_scores_gemma":[0.06102804,0.001465322,0.05923878,0.0076511,0.0006377888,0.002344552,0.002137262,0.002025101,0.000293779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107575,"about_ca_system_score_gemma":0.002020382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864628,"about_ca_topic_score_gemma":0.005857817,"domain_scores_codex":[0.9698735,0.02047393,0.004239569,0.002989431,0.001964574,0.0004589141],"domain_scores_gemma":[0.9674594,0.02677147,0.002934006,0.001347805,0.001197832,0.0002894899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0015314,0.00001746773,0.005791575,0.02723656,0.960282,0.00006118645,0.00002258002,0.001350185,0.00007818592,0.0001057264,0.0001723005,0.003350762],"study_design_scores_gemma":[0.0003804761,0.0001214163,0.002448749,0.001630905,0.9936888,0.00004298261,0.00001396384,0.0008786662,0.00005303237,0.0002823748,0.0004451667,0.0000133993],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02648013,0.9604468,0.007849103,0.0008918087,0.0006685954,0.0006869779,0.001889562,0.000152039,0.0009349641],"genre_scores_gemma":[0.7055538,0.2750351,0.01169479,0.001110719,0.0008404779,0.002183862,0.002732476,0.0001325291,0.0007161102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815435,"threshold_uncertainty_score":0.1547355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646885748013603,"score_gpt":0.3392568936147662,"score_spread":0.2927880361346302,"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."}}