{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002176051,0.0007397332,0.005796693,0.003036426,0.0000495042,0.000023204,0.0006502176,0.0002897542,0.0002248123],"category_scores_gemma":[0.00004994584,0.0004717235,0.002865488,0.009939441,0.0002170136,0.00005605142,0.0001429413,0.001080798,0.00001356703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156938,"about_ca_system_score_gemma":0.0001154903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549957,"about_ca_topic_score_gemma":0.000006020345,"domain_scores_codex":[0.9948409,0.001566083,0.0009140035,0.001587465,0.000469077,0.0006224654],"domain_scores_gemma":[0.9981696,0.0005903064,0.0006171477,0.0004844182,0.00003283402,0.0001057025],"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":[0.003400399,0.006373551,0.005256027,0.001397224,0.845333,0.001419799,0.0001074301,0.0586524,0.000007849982,0.00001993232,0.009381767,0.06865063],"study_design_scores_gemma":[0.001881381,0.0006806602,0.0005012946,0.00004598231,0.9689279,2.510031e-7,0.000001550281,0.003386058,0.00002169891,0.00001622492,0.02409801,0.0004389982],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008669154,0.9812414,0.0003806041,0.0001102505,0.001342232,0.005265786,0.001804177,0.00009987008,0.001086543],"genre_scores_gemma":[0.05905369,0.9364247,0.0004453894,0.001651551,0.00004134305,0.001570989,0.0003234659,0.0001450017,0.000343855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1235949,"threshold_uncertainty_score":0.9997734,"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."}}